Jian Qian
13 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(32)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Keyword Champion
(2)
β‘
Prolific Year
(5)
β
The Questioner
π
Century Club
(13)
ποΈ
Keyword Collector
(60)
Conferences
NIPS (9)
AISTATS (1)
COLT (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
interactive decision making
(3)
regret bound
(3)
online estimation
(2)
multi-armed bandit
(2)
reinforcement learning
(2)
exploration bonus
(2)
information theory
(2)
offline reinforcement learning
(1)
adversarial learning
(1)
learning theory
(1)
sample complexity
(1)
autonomous driving
(1)
markov decision process
(1)
regret minimization
(1)
function approximation
(1)
statistical estimation
(1)
density estimation
(1)
value function approximation
(1)
gradient descent
(1)
non-convex optimization
(1)
Papers
Bridging Multiple Worlds: Multi-marginal Optimal Transport for Causal Partial-identification Problem
AISTATS 2025
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram
CVPR 2025
The Non-linear $F$-Design and Applications to Interactive Learning
ICML 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework
NIPS 2024
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
NIPS 2024
How Does Variance Shape the Regret in Contextual Bandits?
NIPS 2024
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
NIPS 2024
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
NIPS 2023
Convex and Non-convex Optimization Under Generalized Smoothness
NIPS 2023
Robust learning under clean-label attack
COLT 2021
Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes
NIPS 2020
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs
NIPS 2019
Importance Resampling for Off-policy Prediction
NIPS 2019