Tsachy Weissman
10 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge π Conference Polyglot (6)
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Academic Marathon
(6)
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Cross-Pollinator
(13)
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Century Club
(10)
ποΈ
Keyword Collector
(58)
Conferences
NIPS (3)
AISTATS (2)
COLT (2)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
communication constraint
(2)
communication efficiency
(2)
information theory
(2)
model compression
(1)
neural network compression
(1)
online learning
(1)
differential privacy
(1)
belief propagation
(1)
parameter estimation
(1)
language modeling
(1)
sample complexity
(1)
distributed learning
(1)
regret minimization
(1)
kullback-leibler divergence
(1)
model pruning
(1)
side information
(1)
statistical estimation
(1)
markov chain
(1)
distribution testing
(1)
conformal prediction
(1)
Papers
Adaptive Compression in Federated Learning via Side Information
AISTATS 2024
Sparse Random Networks for Communication-Efficient Federated Learning
ICLR 2023
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation
NIPS 2023
An Information-Theoretic Justification for Model Pruning
AISTATS 2022
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
NIPS 2022
Neural Joint Source-Channel Coding
ICML 2019
Approximate Profile Maximum Likelihood
JMLR 2019
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints
COLT 2018
Entropy Rate Estimation for Markov Chains with Large State Space
NIPS 2018
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance
COLT 2018