Publications

10 results at AISTATS 2023

Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- - Dmitry Malioutov
  - Sanjeeb Dash
  - et al.
- 2023
- AISTATS 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- - Hussein Mozannar
  - Hunter Lang
  - et al.
- 2023
- AISTATS 2023
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier
- - Spencer Compton
  - Dmitriy Katz
  - et al.
- 2023
- AISTATS 2023
Distributed Offline Policy Optimization Over Batch Data
- - Han Shen
  - Songtao Lu
  - et al.
- 2023
- AISTATS 2023
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
- - Alexander Hägele
  - Jonas Rothfuss
  - et al.
- 2023
- AISTATS 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs
- - Viacheslav Borovitskiy
  - Mohammad Reza Karimi
  - et al.
- 2023
- AISTATS 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- - Dennis Wei
  - Haoze Wu
  - et al.
- 2023
- AISTATS 2023
One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits
- - Pierre Gaillard
  - Aadirupa Saha
  - et al.
- 2023
- AISTATS 2023
Fast Feature Selection with Fairness Constraints
- - Francesco Quinzan
  - Rajiv Khanna
  - et al.
- 2023
- AISTATS 2023
Two-Sample Tests for Inhomogeneous Random Graphs in L_r norm: Optimality and Asymptotics
- - Sayak Chatterjee
  - Dibyendu Saha
  - et al.
- 2023
- AISTATS 2023