Alessio Russo
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AISTATS (3)
NIPS (3)
AAAI (1)
ICML (1)
L4DC (1)
Top co-authors
Keywords
sample complexity
(2)
representation learning
(1)
multi-task learning
(1)
off-policy evaluation
(1)
data poisoning
(1)
transfer learning
(1)
markov decision process
(1)
importance sampling
(1)
statistical testing
(1)
off-policy learning
(1)
multi-armed bandit
(1)
regret bound
(1)
least square
(1)
linear dynamical system
(1)
attack detection
(1)
decentralized algorithm
(1)
best-arm identification
(1)
importance weight
(1)
active exploration
(1)
convex approximation
(1)
Papers
Pure Exploration with Feedback Graphs
AISTATS 2025
Achieving $\widetilde\mathcalO(\sqrtT)$ Regret in Average-Reward POMDPs with Known Observation Models
AISTATS 2025
Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
ICML 2025
Multi-Reward Best Policy Identification
NIPS 2024
On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure
AAAI 2023
Model-Free Active Exploration in Reinforcement Learning
NIPS 2023
Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems
L4DC 2023
Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning
NIPS 2021
Optimal Algorithms for Multiplayer Multi-Armed Bandits
AISTATS 2020