Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- Hussein Mozannar
- Hunter Lang
- et al.
- 2023
- AISTATS 2023
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10 results at AISTATS 2023
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier
- Spencer Compton
- Dmitriy Katz
- 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
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- 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
Fast Feature Selection with Fairness Constraints
- Francesco Quinzan
- Rajiv Khanna
- et al.
- 2023
- AISTATS 2023
Two-Sample Tests for Inhomogeneous Random Graphs in Lr norm: Optimality and Asymptotics
- Sayak Chatterjee
- Dibyendu Saha
- et al.
- 2023
- AISTATS 2023
Distributed Offline Policy Optimization Over Batch Data
- Han Shen
- Songtao Lu
- 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