Himanshu Tyagi
12 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π€
Dynamic Duo
(10)
π
Keyword Champion
(2)
π
Century Club
(12)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
COLT (4)
NIPS (4)
AISTATS (3)
ICML (1)
Top co-authors
Research topics
Keywords
sample complexity
(5)
communication constraint
(5)
hypothesis testing
(3)
communication efficiency
(2)
gaussian distribution
(2)
distributed estimation
(2)
shared randomness
(2)
gradient quantization
(2)
information constraint
(2)
stochastic optimization
(2)
minimax lower bound
(2)
distribution learning
(2)
nonparametric statistics
(1)
side information
(1)
compressive sensing
(1)
sparse estimation
(1)
convex optimization
(1)
differential privacy
(1)
parameter estimation
(1)
statistical inference
(1)
Papers
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints
NIPS 2023
The Role of Interactivity in Structured Estimation
COLT 2022
Optimal Rates for Nonparametric Density Estimation under Communication Constraints
NIPS 2021
Information-constrained optimization: can adaptive processing of gradients help?
NIPS 2021
Distributed Estimation with Multiple Samples per User: Sharp Rates and Phase Transition
NIPS 2021
Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information
AISTATS 2021
Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit
COLT 2020
Distributed Signal Detection under Communication Constraints
COLT 2020
RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization
AISTATS 2020
Communication-Constrained Inference and the Role of Shared Randomness
ICML 2019
Inference under Information Constraints: Lower Bounds from Chi-Square Contraction
COLT 2019
Test without Trust: Optimal Locally Private Distribution Testing
AISTATS 2019