Rudrajit Das
6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Cross-Pollinator
(13)
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Interdisciplinary Bridge
Conferences
ICML (5)
UAI (1)
Top co-authors
Keywords
federated learning
(1)
differential privacy
(1)
stochastic gradient descent
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
logistic regression
(1)
knowledge distillation
(1)
label noise
(1)
variance reduction
(1)
linear regression
(1)
communication efficiency
(1)
convergence guarantee
(1)
heavy-tailed distribution
(1)
lipschitz constant
(1)
client heterogeneity
(1)
lipchitz constant
(1)
Papers
Retraining with Predicted Hard Labels Provably Increases Model Accuracy
ICML 2025
Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting
ICML 2025
Understanding the Training Speedup from Sampling with Approximate Losses
ICML 2024
Beyond Uniform Lipschitz Condition in Differentially Private Optimization
ICML 2023
Understanding Self-Distillation in the Presence of Label Noise
ICML 2023
Faster non-convex federated learning via global and local momentum
UAI 2022