Niladri Chatterji
7 papers · 2017–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
dictionary learning
(1)
wasserstein distance
(1)
stochastic optimization
(1)
stochastic gradient
(1)
compressed sensing
(1)
reinforcement learning
(1)
bayesian inference
(1)
sparse coding
(1)
loss landscape
(1)
markov chain monte carlo
(1)
regret minimization
(1)
reproducing kernel hilbert space
(1)
gradient descent
(1)
variance reduction
(1)
monte carlo sampling
(1)
strongly convex
(1)
alternating minimization
(1)
mixing time
(1)
multi-armed bandit
(1)
parametric model
(1)
Papers
On the Theory of Reinforcement Learning with Once-per-Episode Feedback
NeurIPS 2021
Langevin Monte Carlo without smoothness
AISTATS 2020
OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits
AISTATS 2020
The intriguing role of module criticality in the generalization of deep networks
ICLR 2020
Online learning with kernel losses
ICML 2019
On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo
ICML 2018
Alternating minimization for dictionary learning with random initialization
NeurIPS 2017