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