Shivam Garg
9 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
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Cross-Pollinator
(6)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
β
The Questioner
Conferences
AISTATS (3)
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
policy gradient
(2)
gradient descent
(2)
feature learning
(1)
maximum entropy
(1)
distribution shift
(1)
in-context learning
(1)
inverse reinforcement learning
(1)
theoretical analysis
(1)
stability analysis
(1)
markov decision process
(1)
adversarial robustness
(1)
sample efficiency
(1)
temporal-difference learning
(1)
distribution learning
(1)
discrete distribution
(1)
gaussian distribution
(1)
spectral method
(1)
adversarial perturbation
(1)
counterfactual reasoning
(1)
reinforcement learning
(1)
Papers
Machine Unlearning via Simulated Oracle Matching
ICLR 2025
What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
NIPS 2022
How and When Random Feedback Works: A Case Study of Low-Rank Matrix Factorization
AISTATS 2022
An Alternate Policy Gradient Estimator for Softmax Policies
AISTATS 2022
A general class of surrogate functions for stable and efficient reinforcement learning
AISTATS 2022
Reward Identification in Inverse Reinforcement Learning
ICML 2021
Sample Amplification: Increasing Dataset Size even when Learning is Impossible
ICML 2020
Gradient Temporal-Difference Learning with Regularized Corrections
ICML 2020
A Spectral View of Adversarially Robust Features
NIPS 2018