Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

8 results at 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-Rogozhnikov
  - 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
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
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
- - Alexander Haegele
  - 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