PPaperPicks

Kyra Gan

12 papers at tracked venues · 8 at CORE A* · active 20242025

Venues

Frequent coauthors

Papers

  1. CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies
  2. LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery
  3. Local Causal Discovery for Structural Evidence of Direct Discrimination
    AAAI 2025 ·
    Jacqueline R. M. A. Maasch
  4. Optimal Adjustment Sets for Nonparametric Estimation of Weighted Controlled Direct Effect
  5. Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
  6. Targeted Maximum Likelihood Learning: An Optimization Perspective
  7. When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
  8. Contextual Bandits with Budgeted Information Reveal
    AISTATS 2024 · Kyra Gan
  9. Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
  10. Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters
  11. Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs
    UAI 2024 ·
    Jacqueline R. M. A. Maasch
  12. Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams