Performance guarantees for adaptive estimation of sparse signals
- Dennis Wei
- Alfred O. Hero
- 2015
- IEEE Trans. Inf. Theory
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75 results for Dennis Wei
Interventional Causal Discovery in a Mixture of DAGs
- Burak Varici
- Dmitriy Katz-Rogozhnikov
- et al.
- 2024
- NeurIPS 2024
Selective Explanations
- Lucas Monteiro Paes
- Dennis Wei
- et al.
- 2024
- NeurIPS 2024
A Statistical Interpretation of the Maximum Subarray Problem
- Dennis Wei
- Dmitry Malioutov
- 2023
- ICASSP 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
- Hussein Mozannar
- Hunter Lang
- 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
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- Oznur Alkan
- Dennis Wei
- et al.
- 2022
- MLSys 2022
AI Explainability 360: Impact and Design
- 2022
- IAAI 2022
What Changed? Interpretable Model Comparison
- Rahul Nair
- Massimiliano Mattetti
- et al.
- 2021
- IJCAI 2021