Alan Malek
20 papers · 2014–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Trend Setter
ποΈ
Keyword Collector
(90)
π₯
Unstoppable
(6)
π
Century Club
(20)
Conferences
NIPS (8)
ICML (5)
COLT (3)
AISTATS (2)
CLEAR (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(5)
regret bound
(4)
online learning
(4)
multi-armed bandit
(4)
minimax optimization
(3)
minimax strategy
(3)
policy optimization
(2)
stochastic optimization
(2)
best-arm identification
(2)
markov decision process
(2)
isotonic regression
(2)
stochastic method
(2)
type i error
(2)
sample complexity
(1)
robust statistics
(1)
kl divergence
(1)
non-convex optimization
(1)
game theory
(1)
convex optimization
(1)
time series prediction
(1)
Papers
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
ICML 2025
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
CLEAR 2024
Mind the Graph When Balancing Data for Fairness or Robustness
NIPS 2024
Constrained Causal Bayesian Optimization
ICML 2023
Transportability for Bandits with Data from Different Environments
NIPS 2023
Additive Causal Bandits with Unknown Graph
ICML 2023
Anytime-Valid Inference For Multinomial Count Data
NIPS 2022
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits
NIPS 2021
Best Arm Identification for Contaminated Bandits
JMLR 2019
Horizon-Independent Minimax Linear Regression
NIPS 2018
Best of both worlds: Stochastic & adversarial best-arm identification
COLT 2018
Random Permutation Online Isotonic Regression
NIPS 2017
Sequential Multiple Hypothesis Testing with Type I Error Control
AISTATS 2017
Hit-and-Run for Sampling and Planning in Non-Convex Spaces
AISTATS 2017
Online Isotonic Regression
COLT 2016
Minimax Time Series Prediction
NIPS 2015
Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing
ICML 2015
Minimax Fixed-Design Linear Regression
COLT 2015
Efficient Minimax Strategies for Square Loss Games
NIPS 2014
Linear Programming for Large-Scale Markov Decision Problems
ICML 2014