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Mossel, Elchanan
25 publications
COLT
2025
Low-Dimensional Functions Are Efficiently Learnable Under Randomly Biased Distributions
Elisabetta Cornacchia
,
Dan Mikulincer
,
Elchanan Mossel
NeurIPS
2025
Online Learning of Neural Networks
Amit Daniely
,
Idan Mehalel
,
Elchanan Mossel
COLT
2025
Polynomial Low Degree Hardness for Broadcasting on Trees (Extended Abstract)
Han Huang
,
Elchanan Mossel
COLT
2025
Stochastic Block Models with Many Communities and the Kesten–Stigum Bound - Extended Abstract
Byron Chin
,
Elchanan Mossel
,
Youngtak Sohn
,
Alexander S. Wein
COLT
2024
Errors Are Robustly Tamed in Cumulative Knowledge Processes
Anna Brandenberger
,
Cassandra Marcussen
,
Elchanan Mossel
,
Madhu Sudan
COLT
2024
Finding Super-Spreaders in Network Cascades
Elchanan Mossel
,
Anirudh Sridhar
NeurIPS
2024
Low Degree Hardness for Broadcasting on Trees
Han Huang
,
Elchanan Mossel
COLT
2024
Reconstructing the Geometry of Random Geometric Graphs (Extended Abstract)
Han Huang
,
Pakawut Jiradilok
,
Elchanan Mossel
COLT
2024
The Power of an Adversary in Glauber Dynamics
Byron Chin
,
Ankur Moitra
,
Elchanan Mossel
,
Colin Sandon
ICML
2023
A Mathematical Model for Curriculum Learning for Parities
Elisabetta Cornacchia
,
Elchanan Mossel
COLT
2023
Sharp Thresholds in Inference of Planted Subgraphs
Elchanan Mossel
,
Jonathan Niles-Weed
,
Youngtak Sohn
,
Nike Sun
,
Ilias Zadik
NeurIPS
2022
Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler
,
Elchanan Mossel
COLT
2021
Learning to Sample from Censored Markov Random Fields
Ankur Moitra
,
Elchanan Mossel
,
Colin P Sandon
COLT
2020
Parallels Between Phase Transitions and Circuit Complexity?
Ankur Moitra
,
Elchanan Mossel
,
Colin Sandon
COLT
2019
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation
Vishesh Jain
,
Frederic Koehler
,
Jingbo Liu
,
Elchanan Mossel
COLT
2019
Is Your Function Low Dimensional?
Anindya De
,
Elchanan Mossel
,
Joe Neeman
COLT
2019
Reasoning in Bayesian Opinion Exchange Networks Is PSPACE-Hard
Jan Hązła
,
Ali Jadbabaie
,
Elchanan Mossel
,
M. Amin Rahimian
NeurIPS
2018
Contextual Stochastic Block Models
Yash Deshpande
,
Subhabrata Sen
,
Andrea Montanari
,
Elchanan Mossel
COLT
2018
The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity
Vishesh Jain
,
Frederic Koehler
,
Elchanan Mossel
COLT
2018
The Vertex Sample Complexity of Free Energy Is Polynomial
Vishesh Jain
,
Frederic Koehler
,
Elchanan Mossel
COLT
2016
Density Evolution in the Degree-Correlated Stochastic Block Model
Elchanan Mossel
,
Jiaming Xu
COLT
2015
MCMC Learning
Varun Kanade
,
Elchanan Mossel
COLT
2014
Belief Propagation, Robust Reconstruction and Optimal Recovery of Block Models
Elchanan Mossel
,
Joe Neeman
,
Allan Sly
JAIR
2013
A Smooth Transition from Powerlessness to Absolute Power
Elchanan Mossel
,
Ariel D. Procaccia
,
Miklós Z. Rácz
MLJ
2007
Slow Emergence of Cooperation for Win-Stay Lose-Shift on Trees
Elchanan Mossel
,
Sébastien Roch