Sourav Chatterjee
- A new coefficient of correlation
2019/09/23 by Sourav Chatterjee, Chatterjee, Sourav · 2 voices · 19 citations
#math.ST #math.PR
- A simple measure of conditional dependence
2021/12/01 by Mona Azadkia, Sourav Chatterjee · 13 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Advanced Statistical Methods and Models
- Yang-Mills for probabilists
2018/03/05 by Sourav Chatterjee, Chatterjee, Sourav · 7 citations
Mathematics · Physics and Astronomy · #Random Matrices and Applications #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy
- A short survey of Stein's method
2014/04/04 by Sourav Chatterjee, Chatterjee, Sourav · 6 citations
Mathematics · #Advanced Combinatorial Mathematics #Algebraic structures and combinatorial models #FOS: Mathematics #Primary 60F05 #Probability (math.PR) #Random Matrices and Applications #Secondary 60B10
- Chaos, concentration, and multiple valleys
2008/10/23 by Sourav Chatterjee, Chatterjee, Sourav · 6 citations
Physics and Astronomy · Mathematics · #Theoretical and Computational Physics #Stochastic processes and statistical mechanics #Random Matrices and Applications
- An error bound in the Sudakov-Fernique inequality
2005/10/20 by Sourav Chatterjee, Chatterjee, Sourav · 3 citations
Computer Science · Decision Sciences · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Probability (math.PR) #Probability and Risk Models #Statistical Methods and Inference
- The large deviation principle for the Erdős-Rényi random graph
2011/10/01 by Sourav Chatterjee, S.R.S. Varadhan · 3 citations
- Spectral gap of nonreversible Markov chains
2023/10/16 by Sourav Chatterjee, Chatterjee, Sourav · 1 voice · 5 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Markov Chains and Monte Carlo Methods #Protein Structure and Dynamics #Gene Regulatory Network Analysis
- A survey of some recent developments in measures of association
2022/11/09 by Sourav Chatterjee, Chatterjee, Sourav · 5 citations
Mathematics · #62H15 #62H20 #Advanced Banach Space Theory #Advanced Harmonic Analysis Research #FOS: Computer and information sciences #FOS: Mathematics #Functional Equations Stability Results #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Probability (math.PR) #Statistics Theory (math.ST)
- A simple invariance theorem
2005/08/12 by Sourav Chatterjee, Chatterjee, Sourav · 2 citations
Mathematics · Physics and Astronomy · #37E20 #60F17 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #math-ph #math.MP #math.PR #msc:37E20 #msc:60F17
- Convergence of gradient descent for deep neural networks
2022/03/30 by Sourav Chatterjee, Chatterjee, Sourav · 4 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Probability (math.PR) #Stochastic Gradient Optimization Techniques
- Exponential Approximation by Stein's Method and Spectral Graph Theory
2006/05/19 by Sourav Chatterjee, Chatterjee, Sourav, Jason Fulman +3 · 3 citations
Mathematics · #60C05 #60F05 #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #Combinatorics (math.CO) #FOS: Mathematics #Probability (math.PR) #Random Matrices and Applications
- The 1/N expansion for SO(N) lattice gauge theory at strong coupling
2016/04/16 by Sourav Chatterjee, Chatterjee, Sourav, Jafar Jafarov +1 · 4 citations
Physics and Astronomy · Mathematics · #Quantum Chromodynamics and Particle Interactions #Black Holes and Theoretical Physics #Stochastic processes and statistical mechanics
- Rigorous results for timelike Liouville field theory
2025/04/03 by Sourav Chatterjee, Chatterjee, Sourav · 1 voice · 3 citations
Mathematics · Physics and Astronomy · #17B69 #81T20 #81T40 #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Probability (math.PR) #hep-th #math-ph #math.PR
- Realistic predictions for Gaia black hole discoveries: comparison of isolated binary and dynamical formation models
2025/02/05 by Pranav Nagarajan, Kareem El-Badry, Nagarajan, Pranav +15 · 7 citations
Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #Relativity and Gravitational Theory #Solar and Stellar Astrophysics (astro-ph.SR)
- Stein's method for concentration inequalities
2006/04/16 by Sourav Chatterjee, Chatterjee, Sourav · 1 citation
Mathematics · #Random Matrices and Applications #Analytic Number Theory Research #Point processes and geometric inequalities
- Fluctuations of eigenvalues and second order Poincaré inequalities
2007/05/09 by Sourav Chatterjee, Chatterjee, Sourav · 1 citation
Mathematics · #15A52 #60F05 #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics #FOS: Mathematics #Operator Algebras (math.OA) #Probability (math.PR) #Random Matrices and Applications
- The universal relation between scaling exponents in first-passage\n percolation
2011/05/23 by Sourav Chatterjee, Chatterjee, Sourav · 1 citation
Mathematics · Physics and Astronomy · #60K35 #82B43 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
- Movie of a Simulated Stellar Stream from a Globular Cluster on a Circular Orbit in the Milky Way
2023/10/02 by Newlin C. Weatherford, Frederic A. Rasio, Weatherford, Newlin C. +9 · 3 citations
Physics and Astronomy · #Stellar, planetary, and galactic studies #Astrophysics and Star Formation Studies #Astro and Planetary Science
- Detecting Detached Black Hole binaries through Photometric Variability
2023/10/25 by Chirag Chawla, Sourav Chatterjee, Chawla, Chirag +5 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Astrophysical Phenomena (astro-ph.HE) #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Convergence Analysis of Opto-Electronic Oscillator based Coherent Ising Machines
2023/12/07 by Sayantan Pramanik, Pramanik, Sayantan, Sourav Chatterjee +3 · 2 citations
Computer Science · #FOS: Mathematics #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- On level sets of Gaussian fields
2013/10/18 by Sourav Chatterjee, Amir Dembo, Chatterjee, Sourav +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #60G15 #60G70 #FOS: Mathematics #Mathematical Dynamics and Fractals #Probability (math.PR) #Stochastic processes and financial applications #Stochastic processes and statistical mechanics
- Spin glass phase at zero temperature in the Edwards-Anderson model
2023/01/10 by Sourav Chatterjee, Chatterjee, Sourav · 1 citation
Economics, Econometrics and Finance · Physics and Astronomy · #82B44 #82D30 #Complex Systems and Time Series Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Opinion Dynamics and Social Influence #Probability (math.PR) #Theoretical and Computational Physics
- Features of a spin glass in the random field Ising model
2023/07/14 by Sourav Chatterjee, Chatterjee, Sourav · 1 citation
Computer Science · Physics and Astronomy · #82B44 #82D30 #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Neural Networks and Applications #Probability (math.PR) #Theoretical and Computational Physics
- On the stability of solutions to random optimization problems under small perturbations
2024/10/28 by Sourav Chatterjee, Chatterjee, Sourav, Souvik Ray +1 · 1 citation
Earth and Planetary Sciences · #Aquatic and Environmental Studies
- Univariate-Guided Sparse Regression
2025/01/30 by Sourav Chatterjee, Chatterjee, Sourav, Trevor Hastie +3 · 2 voices
Computer Science · #Face and Expression Recognition #stat.ME
- Estimating the size of a set using cascading exclusion
2025/08/07 by Sourav Chatterjee, Persi Diaconis, Chatterjee, Sourav +3 · 2 voices · 1 citation
#math.ST #cs.IT #math.PR #stat.ML
- Identifying and characterizing extragalactic circum-CBC exoplanets with future gravitational-wave detectors
2026/07/10 by Avinash Tiwari, Aditya Vijaykumar, Shasvath J. Kapadia +1 · 1 citation
#astro-ph.HE #gr-qc
- Periodic line-of-sight velocity-driven modulations to gravitational waves emitted by compact binaries in Keplerian outer orbits
2026/07/10 by Avinash Tiwari, Shasvath J. Kapadia, Aditya Vijaykumar +1
#gr-qc #astro-ph.HE