PRANAY SHARMA
12 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (8)
π
Triple Crown
π
Trend Setter
π₯
Unstoppable
(5)
β
The Questioner
π
Century Club
(12)
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
ICLR (2)
UAI (2)
Top co-authors
Keywords
federated learning
(4)
communication efficiency
(3)
convergence analysis
(2)
linear speedup
(2)
nonconvex optimization
(1)
sample complexity
(1)
communication complexity
(1)
machine unlearning
(1)
minimax optimization
(1)
local updates
(1)
data privacy
(1)
random projection
(1)
client participation
(1)
client sampling
(1)
momentum method
(1)
weight pruning
(1)
model sparsity
(1)
approximate unlearning
(1)
distributed mean estimation
(1)
model sparsification
(1)
Papers
High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise
AISTATS 2025
Debiasing Federated Learning with Correlated Client Participation
ICLR 2025
Federated Communication-Efficient Multi-Objective Optimization
AISTATS 2025
FedAST: Federated Asynchronous Simultaneous Training
UAI 2024
Correlation Aware Sparsified Mean Estimation Using Random Projection
NIPS 2023
On the Convergence of Federated Averaging with Cyclic Client Participation
ICML 2023
Model Sparsity Can Simplify Machine Unlearning
NIPS 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
ICLR 2023
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
ICML 2022
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling
ICML 2022
Fedvarp: Tackling the variance due to partial client participation in federated learning
UAI 2022
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
NIPS 2021