Loading

Funder (5)
National Science Foundation(406)National Institutes of Health(49)European Commission(17)Austrian Science Fund (FWF)(6)Swiss National Science Foundation(1)

Project (100+)
Emerging Frontiers of Science of Information(406)CDI Type II: Collaborative Research: Sparse Inference: New Tools for Structural Knowledge Discovery(19)The Theoretical Physics of Biological Systems(16)AF: Small: BoundedContention Coding for Wireless Networks(16)CCFAF: Abstract Medium Access Control Layers(14)NetSE: Large: Collaborative Research: Improving Internet Incentives(13)CIF: Small: Rate Distortion Paradigms for the Big Data Era(12)Theoretical Foundations and Software Infrastructure for Biological Network Databases(11)EARS: Spectrum Sharing for ShortLatency Immersive Wireless Applications(11)Sparse and structured networks: Statistical theory and algorithms(11)CAREER: An InformationTheoretic Approach to CommunicationConstrained Statistical Learning(10)Theoretical Physics of Biological Systems(10)Information Transfer in Biological Systems(10)CAREER: Coding Theoretic Problems in Genetic Data Acquisition, Modeling and Analysis(10)CIF: Small: Collaborative Research: A General Theory of Group Testing for Genotyping(10)Graduate Research Fellowship Program(9)Collaborative Research: Information Theory of Data Structures(9)Visual Representation and Attention(8)CAREER: Algebraic Approach to the Design of Novel Quantum Algorithms(8)NeTS: Medium: Collaborative Research: Leveraging Physical Layer Advances for the Next Generation Distributed Wireless Channel Access Protocols(8)Collaborative Research: CDIType II: Probing Complex Dynamics of Small Interfering RNA (siRNA) Transfection by Petascale Simulations and Network Analysis(8)CPS: Small: Delays, Clocks, Timing and Reliability in Networked Control Systems: Theories, Protocols and Implementation(7)CIF: Small: NonAsymptotic Information Theory(7)CAREER:InformationTheoretic Foundations of Community Detection and Graphical Channels(7)NeTS: Small: PTERA: Prospect Theory Enhanced Resource Allocation(7)CPS: Medium: Collaborative Research: Architecture and Distributed Management for Reliable Megascale Smart Grids(7)Biochemical Pathways Workbench(6)CAREER: Scalable Bayesian learning for multisource and multiaspect data(6)NeTS: Medium: Collaborative Research: MIMOPipe Modeling, Scheduling and Delay Analysis in Multihop MIMO Networks(6)CDIType II: Hierarchiacal Modularity in Evolution and Function(6)CIF: Small: Towards Structural Information(6)EAGER: A Dynamical Systems Approach to Modeling and Controlling Responsive Demand in Electric Power Systems(6)AF: Small: Local Computation Algorithms(5)Collaborative Research: Leverage Subsampling for Regression and Dimension Reduction(5)AF: Medium: Distributed Algorithms for ResourceConstrained and Dynamic Settings(5)BCSP: The Emergence of Inactivity: Adaptive Task Allocation in Complex Distributed Systems, or Why Are There so Many Lazy Ants?(5)AF: Small: Algebraic Tools for Coding, Complexity and Combinatorics(5)CAREER: Digital Encoding of Information Signals for Security with Limited Resources(5)Imaging Technician(4)Computational &Functional Annotation of the Zebrafish Genome Regulatory Toolbox(4)Characterization of regulatory elements leading to human limb malformations(4)Inference in highdimension: statistics, computation and information theory(4)CIF: Small: Collaborative Research:Compressed databases for similarity queries: fundamental limits and algorithms(4)CPS: Synergy: Collaborative Research: Boolean Microgrid(4)RI:Small: Relational learning and inference for network models(4)CIF: Small:AnalogtoAnalog Compression: Fundamental Limits and Constructive Schemes(4)CIF: Small: Causal SecrecyA Theoretical Basis for Secrecy of Signals(4)CDIType II: Hierarchiacal Modularity in Evolution and Function(4)CAREER: Wireless network simplification: using the necessary and no more(4)CAREER: Modern Numerical Matrix Methods for Network and Graph Computations(4)BRAIN EAGER: Toward a Theory of Real Neural Networks(4)SIERRA(3)LBITAC(3)Sensitivity to higherorder statistics in natural scenes(3)Improved algorithms for macromolecular structure determination by cryoEM and NMR(3)Shear Regulation of MicroRNA Transportomes and Targetomes in Vascular Homeostasis(3)The biophysical and molecular mechanisms of reliability in development(3)Removing statistical bottlenecks in data analysis for the ENCODE Consortium(3)CIF: Small: Collaborative Research:Synchronization and Deduplication of Distributed Coded Data: Fundamental Limits and Algorithms(3)Capacity Building: Collaborative Research: Integrated Learning Environment for Cyber Security of Smart Grid(3)BIGDATA: F: Models, Algorithms, and Software for SpatialRelational Networks(3)Collaborative Research: NeTSFIND: MarketEnabling Network Architecture(3)CAREER: Systematic Multiscale Integration of Physicsbased and Datadriven Models of Distributed Resources for Enabling Ubiquitous Energy Storage Services in Power Systems(3)MCTP: Sophomore Transitions: Bridges into a Statistics Major and Big Data Research Experiences via Learning Communities(3)New Techniques for the Control of MultiAgent Systems in Uncertain Environments(3)Collaborative Research: The Role of Feedback in TwoWay Communication Networks(3)CDIType II: Exploiting Collective Human Knowledge to Understand and Evolve Complex Networked Systems(3)III: Small: Spectral clustering with tensors(3)CPS: Medium: Collaborative Research: Geometric Distributed Algorithms for MultiRobot Coordination and Control(3)FRG: Collaborative Research: Unified statistical theory for the analysis and discovery of complex networks(3)CAREER: Efficient Computation in the Physical World(3)CRCNS: Cortical representation of phonetic, syntactic and semantic information during speech perception and language comprehension(3)Theory and Methodology for the Design and Evaluation of HighPerformance LDPC Codes(3)CIF: Small: Distributed Online DecisionMaking in LargeScale Networks(3)AF: Large: Collaborative Research: Algebraic Graph Algorithms: The Laplacian and Beyond(3)QALGO(2)MQC(2)SWARM(2)CRIPHERASY(2)Quantitative Tools for Investigating Sensory Systems(2)Systems Biological Analysis of Innate and Adaptive Responses to Vaccination(2)Dynamics, scaling, and precision of morphogen gradients in the Drosophila embryo(2)Neural Computation in the Retina(2)Mapping the representation of shape dimensions across the visual hierarchy(2)Emerging virushost cell protein interaction networks(2)Biomedical Big Data Training Program at UC Berkeley(2)Attentional Modulation of Brain Representations(2)Systems Biology Analyses for Hemodynamic Regulation of Vascular Homeostasis(2)Algorithms and Software for Provably Accurate De Novo RNASeq Assembly(2)TWC: TTP Option: Frontier: Collaborative: MACS: A Modular Approach to Cloud Security(2)CIF: Small: Channels with Memory  UniversalCompressionBased Modeling Principles for Computing and Optimizing Information Rates(2)Graduate Research Fellowship Program(2)CAREER: Machine Learning Methods and Statistical Analysis Tools for Single Network Domains(2)Sensing, Modeling, and Control of Smart Sustainable Microgrids(2)AF: Small: Sliding Scale Problems in Probabilistic Checking of Proofs(2)FRG: Collaborative Research: Vectorial and geometric problems in the calculus of variations(2)CAREER: Geometric Techniques for Algorithm Design(2)CIF: Medium: Collaborative Research: Ondemand Physical Layer Cooperation(2)CAREER: A Complete System for Protein Identification with Computational Approaches(2)AF:Small:Data Structures for Dynamic Networks(2)

Publication Date (9)
2015(66)2016(61)2013(53)2014(53)2017(53)2012(51)2018(39)2011(20)2010(8)

Access Mode (2)
Open Access(405)Closed Access(1)

Type (7)
Preprint(347)Article(90)Other literature type(26)Conference object(14)Part of book or chapter of book(2)Report(1)Review(1)

Language (2)
English(400)Undetermined(3)

Community (1)
FET FP7(3)

Content Provider (42)
arXiv.org ePrint Archive(341)Europe PubMed Central(63)Hyper Article en Ligne(22)INRIA a CCSD electronic archive server(22)DSpace@MIT(16)SpringerOpen(15)Unknown Repository(10)Project Euclid(10)eScholarship  University of California(8)bioRxiv(6)PLoS Computational Biology(5)Caltech Authors(5)PLoS ONE(4)HALUPMC(4)Scientific Reports(3)Frontiers(3)Digital Access to Scholarship at Harvard(3)Computational and Mathematical Methods in Medicine(2)Processes(2)HalDiderot(2)Research Papers in Economics(2)Preprints.org(2)Discussiones Mathematicae Graph Theory(1)Journal of Biomedicine and Biotechnology(1)Sensors(1)PLoS Genetics(1)Electronic Journal of Graph Theory and Applications(1)Entropy(1)Research and Reports in Biology(1)Genomics, Proteomics & Bioinformatics(1)Frontiers in Physiology(1)BMC Research Notes(1)Econometrics(1)BASE (Open Access Aggregator)(1)Archivio istituzionale della ricerca  Università di Brescia(1)HALCEA(1)EconStor(1)Repository of the Czech Academy of Sciences(1)Purdue EScholar(1)IST PubRep(1)Publikationenserver der GeorgAugustUniversität Göttingen(1)HALInserm(1)

Funder (5)
National Science Foundation(406)National Institutes of Health(49)European Commission(17)Austrian Science Fund (FWF)(6)Swiss National Science Foundation(1)Funder
National Science Foundation(406)National Institutes of Health(49)European Commission(17)Austrian Science Fund (FWF)(6)Swiss National Science Foundation(1)

Project (100+)
Emerging Frontiers of Science of Information(406)CDI Type II: Collaborative Research: Sparse Inference: New Tools for Structural Knowledge Discovery(19)The Theoretical Physics of Biological Systems(16)AF: Small: BoundedContention Coding for Wireless Networks(16)CCFAF: Abstract Medium Access Control Layers(14)Project
Showing top 100 values.Emerging Frontiers of Science of Information(406)
CDI Type II: Collaborative Research: Sparse Inference: New Tools for Structural Knowledge Discovery(19)The Theoretical Physics of Biological Systems(16)AF: Small: BoundedContention Coding for Wireless Networks(16)CCFAF: Abstract Medium Access Control Layers(14)NetSE: Large: Collaborative Research: Improving Internet Incentives(13)CIF: Small: Rate Distortion Paradigms for the Big Data Era(12)Theoretical Foundations and Software Infrastructure for Biological Network Databases(11)EARS: Spectrum Sharing for ShortLatency Immersive Wireless Applications(11)Sparse and structured networks: Statistical theory and algorithms(11)CAREER: An InformationTheoretic Approach to CommunicationConstrained Statistical Learning(10)Theoretical Physics of Biological Systems(10)Information Transfer in Biological Systems(10)CAREER: Coding Theoretic Problems in Genetic Data Acquisition, Modeling and Analysis(10)CIF: Small: Collaborative Research: A General Theory of Group Testing for Genotyping(10)Graduate Research Fellowship Program(9)Collaborative Research: Information Theory of Data Structures(9)Visual Representation and Attention(8)CAREER: Algebraic Approach to the Design of Novel Quantum Algorithms(8)NeTS: Medium: Collaborative Research: Leveraging Physical Layer Advances for the Next Generation Distributed Wireless Channel Access Protocols(8)Collaborative Research: CDIType II: Probing Complex Dynamics of Small Interfering RNA (siRNA) Transfection by Petascale Simulations and Network Analysis(8)CPS: Small: Delays, Clocks, Timing and Reliability in Networked Control Systems: Theories, Protocols and Implementation(7)CIF: Small: NonAsymptotic Information Theory(7)CAREER:InformationTheoretic Foundations of Community Detection and Graphical Channels(7)NeTS: Small: PTERA: Prospect Theory Enhanced Resource Allocation(7)CPS: Medium: Collaborative Research: Architecture and Distributed Management for Reliable Megascale Smart Grids(7)Biochemical Pathways Workbench(6)CAREER: Scalable Bayesian learning for multisource and multiaspect data(6)NeTS: Medium: Collaborative Research: MIMOPipe Modeling, Scheduling and Delay Analysis in Multihop MIMO Networks(6)CDIType II: Hierarchiacal Modularity in Evolution and Function(6)CIF: Small: Towards Structural Information(6)EAGER: A Dynamical Systems Approach to Modeling and Controlling Responsive Demand in Electric Power Systems(6)AF: Small: Local Computation Algorithms(5)Collaborative Research: Leverage Subsampling for Regression and Dimension Reduction(5)AF: Medium: Distributed Algorithms for ResourceConstrained and Dynamic Settings(5)BCSP: The Emergence of Inactivity: Adaptive Task Allocation in Complex Distributed Systems, or Why Are There so Many Lazy Ants?(5)AF: Small: Algebraic Tools for Coding, Complexity and Combinatorics(5)CAREER: Digital Encoding of Information Signals for Security with Limited Resources(5)Imaging Technician(4)Computational &Functional Annotation of the Zebrafish Genome Regulatory Toolbox(4)Characterization of regulatory elements leading to human limb malformations(4)Inference in highdimension: statistics, computation and information theory(4)CIF: Small: Collaborative Research:Compressed databases for similarity queries: fundamental limits and algorithms(4)CPS: Synergy: Collaborative Research: Boolean Microgrid(4)RI:Small: Relational learning and inference for network models(4)CIF: Small:AnalogtoAnalog Compression: Fundamental Limits and Constructive Schemes(4)CIF: Small: Causal SecrecyA Theoretical Basis for Secrecy of Signals(4)CDIType II: Hierarchiacal Modularity in Evolution and Function(4)CAREER: Wireless network simplification: using the necessary and no more(4)CAREER: Modern Numerical Matrix Methods for Network and Graph Computations(4)BRAIN EAGER: Toward a Theory of Real Neural Networks(4)SIERRA(3)LBITAC(3)Sensitivity to higherorder statistics in natural scenes(3)Improved algorithms for macromolecular structure determination by cryoEM and NMR(3)Shear Regulation of MicroRNA Transportomes and Targetomes in Vascular Homeostasis(3)The biophysical and molecular mechanisms of reliability in development(3)Removing statistical bottlenecks in data analysis for the ENCODE Consortium(3)CIF: Small: Collaborative Research:Synchronization and Deduplication of Distributed Coded Data: Fundamental Limits and Algorithms(3)Capacity Building: Collaborative Research: Integrated Learning Environment for Cyber Security of Smart Grid(3)BIGDATA: F: Models, Algorithms, and Software for SpatialRelational Networks(3)Collaborative Research: NeTSFIND: MarketEnabling Network Architecture(3)CAREER: Systematic Multiscale Integration of Physicsbased and Datadriven Models of Distributed Resources for Enabling Ubiquitous Energy Storage Services in Power Systems(3)MCTP: Sophomore Transitions: Bridges into a Statistics Major and Big Data Research Experiences via Learning Communities(3)New Techniques for the Control of MultiAgent Systems in Uncertain Environments(3)Collaborative Research: The Role of Feedback in TwoWay Communication Networks(3)CDIType II: Exploiting Collective Human Knowledge to Understand and Evolve Complex Networked Systems(3)III: Small: Spectral clustering with tensors(3)CPS: Medium: Collaborative Research: Geometric Distributed Algorithms for MultiRobot Coordination and Control(3)FRG: Collaborative Research: Unified statistical theory for the analysis and discovery of complex networks(3)CAREER: Efficient Computation in the Physical World(3)CRCNS: Cortical representation of phonetic, syntactic and semantic information during speech perception and language comprehension(3)Theory and Methodology for the Design and Evaluation of HighPerformance LDPC Codes(3)CIF: Small: Distributed Online DecisionMaking in LargeScale Networks(3)AF: Large: Collaborative Research: Algebraic Graph Algorithms: The Laplacian and Beyond(3)QALGO(2)MQC(2)SWARM(2)CRIPHERASY(2)Quantitative Tools for Investigating Sensory Systems(2)Systems Biological Analysis of Innate and Adaptive Responses to Vaccination(2)Dynamics, scaling, and precision of morphogen gradients in the Drosophila embryo(2)Neural Computation in the Retina(2)Mapping the representation of shape dimensions across the visual hierarchy(2)Emerging virushost cell protein interaction networks(2)Biomedical Big Data Training Program at UC Berkeley(2)Attentional Modulation of Brain Representations(2)Systems Biology Analyses for Hemodynamic Regulation of Vascular Homeostasis(2)Algorithms and Software for Provably Accurate De Novo RNASeq Assembly(2)TWC: TTP Option: Frontier: Collaborative: MACS: A Modular Approach to Cloud Security(2)CIF: Small: Channels with Memory  UniversalCompressionBased Modeling Principles for Computing and Optimizing Information Rates(2)Graduate Research Fellowship Program(2)CAREER: Machine Learning Methods and Statistical Analysis Tools for Single Network Domains(2)Sensing, Modeling, and Control of Smart Sustainable Microgrids(2)AF: Small: Sliding Scale Problems in Probabilistic Checking of Proofs(2)FRG: Collaborative Research: Vectorial and geometric problems in the calculus of variations(2)CAREER: Geometric Techniques for Algorithm Design(2)CIF: Medium: Collaborative Research: Ondemand Physical Layer Cooperation(2)CAREER: A Complete System for Protein Identification with Computational Approaches(2)AF:Small:Data Structures for Dynamic Networks(2)

Publication Date (9)
2015(66)2016(61)2013(53)2014(53)2017(53)Publication Date
2015(66)2016(61)2013(53)2014(53)2017(53)2012(51)2018(39)2011(20)2010(8)

Access Mode (2)
Open Access(405)Closed Access(1)Access Mode
Open Access(405)Closed Access(1)

Type (7)
Preprint(347)Article(90)Other literature type(26)Conference object(14)Part of book or chapter of book(2)Type
Preprint(347)Article(90)Other literature type(26)Conference object(14)Part of book or chapter of book(2)Report(1)Review(1)

Language (2)
English(400)Undetermined(3)Language
English(400)Undetermined(3)

Community (1)
FET FP7(3)Community
FET FP7(3)

Content Provider (42)
arXiv.org ePrint Archive(341)Europe PubMed Central(63)Hyper Article en Ligne(22)INRIA a CCSD electronic archive server(22)DSpace@MIT(16)Content Provider
arXiv.org ePrint Archive(341)Europe PubMed Central(63)Hyper Article en Ligne(22)INRIA a CCSD electronic archive server(22)DSpace@MIT(16)SpringerOpen(15)Unknown Repository(10)Project Euclid(10)eScholarship  University of California(8)bioRxiv(6)PLoS Computational Biology(5)Caltech Authors(5)PLoS ONE(4)HALUPMC(4)Scientific Reports(3)Frontiers(3)Digital Access to Scholarship at Harvard(3)Computational and Mathematical Methods in Medicine(2)Processes(2)HalDiderot(2)Research Papers in Economics(2)Preprints.org(2)Discussiones Mathematicae Graph Theory(1)Journal of Biomedicine and Biotechnology(1)Sensors(1)PLoS Genetics(1)Electronic Journal of Graph Theory and Applications(1)Entropy(1)Research and Reports in Biology(1)Genomics, Proteomics & Bioinformatics(1)Frontiers in Physiology(1)BMC Research Notes(1)Econometrics(1)BASE (Open Access Aggregator)(1)Archivio istituzionale della ricerca  Università di Brescia(1)HALCEA(1)EconStor(1)Repository of the Czech Academy of Sciences(1)Purdue EScholar(1)IST PubRep(1)Publikationenserver der GeorgAugustUniversität Göttingen(1)HALInserm(1)

Synchronizing Rankings via Interactive Communication
Su, Lili; Milenkovic, Olgica; (2014)Project: NSF  CAREER: Coding Theoretic ... (0809895), NSF  Emerging Frontiers of Sci... (0939370), NSF  CIF: Small: Collaborative... (1218764)We consider the problem of exact synchronization of two rankings at remote locations connected by a twoway channel. Such synchronization problems arise when items in the data are distinguishable, as is the case for playlists, tasklists, crowdvotes and recommender syste... 
Entropic forces in a nonequilibrium system: Flocks of birds
Castellana, Michele; Bialek, William; Cavagna, Andrea; Giardina, Irene; (2014)Project: NSF  Emerging Frontiers of Sci... (0939370), EC  SWARM (257126), NSF  Theoretical Physics of Bi... (1305525)When birds come together to form a flock, the distribution of their individual velocities narrows around the mean velocity of the flock. We argue that, in a broad class of models for the joint distribution of positions and velocities, this narrowing generates an entropi... 
New spectral bounds on the chromatic number encompassing all eigenvalues of the adjacency matrix
Wocjan, Pawel; Elphick, Clive; (2012)The purpose of this article is to improve existing lower bounds on the chromatic number chi. Let mu_1,...,mu_n be the eigenvalues of the adjacency matrix sorted in nonincreasing order. First, we prove the lower bound chi >= 1 + max_m {sum_{i=1}^m mu_i /  sum_{i=1}^m m... 
Biosynthesis of Orthogonal Molecules Using Ferredoxin and FerredoxinNADP+ Reductase Systems Enables Genetically Encoded PhyB Optogenetics
Kyriakakis, Phillip; Catanho, Marianne; Hoffner, Nicole; Thavarajah, Walter; Hu, Vincent J.; Chao, SyhShiuan; Hsu, Athena; Pham, Vivian; Naghavian, Ladan; Dozier, Lara E.; Patrick, Gentry N.; Coleman, Todd P.; (2018)Project: NIH  Training in MultiScale A... (1T32EB00938001), NIH  project 1 (5P30NS04710107), NSF  Emerging Frontiers of Sci... (0939370), NIH  Cell, Molecular and Genet... (5T32GM00724027)Transplanting metabolic reactions from one species into another has many uses as a research tool with applications ranging from optogenetics to crop production. Ferredoxin (Fd), the enzyme that most often supplies electrons to these reactions, is often overlooked when t... 
Worstcase vs Averagecase Design for Estimation from Fixed Pairwise Comparisons
Pananjady, Ashwin; Mao, Cheng; Muthukumar, Vidya; Wainwright, Martin J.; Courtade, Thomas A.; (2017)Project: NSF  Emerging Frontiers of Sci... (0939370), NSF  CAREER: Large Scale Stoch... (1541099), NSF  CIF: Small: Rate Distorti... (1528132)Pairwise comparison data arises in many domains, including tournament rankings, web search, and preference elicitation. Given noisy comparisons of a fixed subset of pairs of items, we study the problem of estimating the underlying comparison probabilities under the assu... 
Generating Dependent Random Variables Over Networks
Gohari, Amin Aminzadeh; Anantharam, Venkat; (2011)Project: NSF  Collaborative Research: N... (0627161), NSF  Emerging Frontiers of Sci... (0939370), NSF  New Techniques for the Co... (0500234), NSF  Theory and Methodology fo... (0635372), NSF  NetSE: Large: Collaborati... (0910702)In this paper we study the problem of generation of dependent random variables, known as the "coordination capacity" [4,5], in multiterminal networks. In this model $m$ nodes of the network are observing i.i.d. repetitions of $X^{(1)}$, $X^{(2)}$,..., $X^{(m)}$ distribu... 
InformationTheoretic Capacity and Error Exponents of Stationary Point Processes under Random Additive Displacements
Anantharam, Venkat; Baccelli, Francois; (2010)Project: NSF  Collaborative Research: N... (0627161), NSF  Emerging Frontiers of Sci... (0939370), NSF  NetSE: Large: Collaborati... (0910702), NSF  Theory and Methodology fo... (0635372), NSF  New Techniques for the Co... (0500234)This paper studies the Shannon regime for the random displacement of stationary point processes. Let each point of some initial stationary point process in $\R^n$ give rise to one daughter point, the location of which is obtained by adding a random vector to the coordin... 
MetaPar: Metagenomic Sequence Assembly via Iterative Reclassification
Kim, Minji; Ligo, Jonathan G.; Emad, Amin; Farnoud, Farzad; Milenkovic, Olgica; Veeravalli, Venugopal V.; (2013)Project: NSF  Emerging Frontiers of Sci... (0939370), NSF  CAREER: Coding Theoretic ... (0809895), NSF  CIF: Small: Collaborative... (1218764)We introduce a parallel algorithmic architecture for metagenomic sequence assembly, termed MetaPar, which allows for significant reductions in assembly time and consequently enables the processing of large genomic datasets on computers with low memory usage. The gist of... 
Automatic Rule Extraction from Long Short Term Memory Networks
Murdoch, W. James; Szlam, Arthur; (2017)Although deep learning models have proven effective at solving problems in natural language processing, the mechanism by which they come to their conclusions is often unclear. As a result, these models are generally treated as black boxes, yielding no insight of the und... 
Existence of Stein Kernels under a Spectral Gap, and Discrepancy Bound
Courtade, Thomas A.; Fathi, Max; Pananjady, Ashwin; (2017)Project: NSF  FRG: Collaborative Resear... (1361122), NSF  CIF: Small: Rate Distorti... (1528132), NSF  Emerging Frontiers of Sci... (0939370)We establish existence of Stein kernels for probability measures on $\mathbb{R}^d$ satisfying a Poincar\'e inequality, and obtain bounds on the Stein discrepancy of such measures. Applications to quantitative central limit theorems are discussed, including a new CLT in ...