Kyra Gan
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14) π Renaissance Researcher (5)
π
Conference Polyglot
(5)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
AISTATS (3)
ICML (2)
NIPS (2)
UAI (2)
AAAI (1)
Top co-authors
Keywords
causal inference
(1)
active learning
(1)
algorithmic fairness
(1)
online learning
(1)
causal discovery
(1)
sample complexity
(1)
sequential hypothesis testing
(1)
selective sampling
(1)
sequential decision
(1)
primal-dual algorithm
(1)
greedy algorithm
(1)
approximation algorithm
(1)
contextual bandit
(1)
approximation guarantee
(1)
average treatment effect
(1)
personalized treatment
(1)
budgeted information
(1)
additive noise model
(1)
constraint-based algorithm
(1)
causal fairness
(1)
Papers
LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery
UAI 2025
Local Causal Discovery for Structural Evidence of Direct Discrimination
AAAI 2025
Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
AISTATS 2025
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams
ICML 2024
Contextual Bandits with Budgeted Information Reveal
AISTATS 2024
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
NIPS 2024
Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
UAI 2024
Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters
ICML 2024
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing
NIPS 2021
Causal Inference with Selectively Deconfounded Data
AISTATS 2021