Nived Rajaraman
10 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(6)
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Century Club
(10)
Conferences
NIPS (7)
COLT (2)
ICML (1)
Top co-authors
Keywords
imitation learning
(3)
markov process
(2)
active learning
(2)
behavior cloning
(2)
online learning
(1)
statistical learning theory
(1)
policy gradient
(1)
attention mechanism
(1)
in-context learning
(1)
language modeling
(1)
policy learning
(1)
group lasso
(1)
markov decision process
(1)
linear function approximation
(1)
linear regression
(1)
query complexity
(1)
moment matching
(1)
matrix sensing
(1)
language model
(1)
behavioral cloning
(1)
Papers
Computational Intractability of Strategizing against Online Learners
COLT 2025
Scaling Test-Time Compute Without Verification or RL is Suboptimal
ICML 2025
The Space Complexity of Learning-Unlearning Algorithms (extended abstract)
COLT 2025
An Analysis of Tokenization: Transformers under Markov Data
NIPS 2024
Transformers on Markov data: Constant depth suffices
NIPS 2024
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing
NIPS 2023
Minimax Optimal Online Imitation Learning via Replay Estimation
NIPS 2022
Semi-supervised Active Linear Regression
NIPS 2022
On the Value of Interaction and Function Approximation in Imitation Learning
NIPS 2021
Toward the Fundamental Limits of Imitation Learning
NIPS 2020