Lucas Janson
13 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (5)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(7)
🌈
Renaissance Researcher
(5)
🏆
Grand Slam
💎
Century Club
(13)
🗃️
Keyword Collector
(54)
Conferences
NIPS (4)
AAAI (2)
ICLR (2)
JMLR (2)
ICML (1)
L4DC (1)
RSS (1)
Top co-authors
Keywords
adaptive data collection
(2)
statistical inference
(1)
thompson sampling
(1)
logistic regression
(1)
policy gradient
(1)
asymptotic analysis
(1)
hypothesis testing
(1)
system identification
(1)
batch learning
(1)
statistical evaluation
(1)
resource allocation
(1)
asymptotic variance
(1)
machine learning
(1)
optimal policy
(1)
bayesian learning
(1)
online reinforcement learning
(1)
finite-sample analysis
(1)
collision avoidance
(1)
multi-armed bandit
(1)
motion planning
(1)
Papers
Evaluating Index-based Treatment Allocation in Underresourced Communities
AAAI 2025
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
AAAI 2025
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
ICLR 2025
A New Perspective on Shampoo's Preconditioner
ICLR 2025
Total Variation Floodgate for Variable Importance Inference in Classification
ICML 2024
Optimal ablation for interpretability
NIPS 2024
A Simple and Efficient Sampling-based Algorithm for General Reachability Analysis
L4DC 2022
Statistical Inference with M-Estimators on Adaptively Collected Data
NIPS 2021
Exact Asymptotics for Linear Quadratic Adaptive Control
JMLR 2021
Inference for Batched Bandits
NIPS 2020
Cross-validation Confidence Intervals for Test Error
NIPS 2020
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria
JMLR 2018
Safe Motion Planning in Unknown Environments: Optimality Benchmarks and Tractable Policies
RSS 2018