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

91 results at NeurIPS 2021

On sensitivity of meta-learning to support data
- - Mayank Agarwal
  - Mikhail Yurochkin
  - et al.
- 2021
- NeurIPS 2021
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
- - Zaiwei Chen
  - Siva Theja Maguluri
  - et al.
- 2021
- NeurIPS 2021
Adversarial Attack Generation Empowered by Min-Max Optimization
- - Jingkang Wang
  - Tianyun Zhang
  - et al.
- 2021
- NeurIPS 2021
Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear Models
- - Kohei Miyaguchi
- 2021
- NeurIPS 2021
Catastrophic Data Leakage in Vertical Federated Learning
- - Xiao Jin
  - Pin-Yu Chen
  - et al.
- 2021
- NeurIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
- - Isha Puri
  - Amit Dhurandhar
  - et al.
- 2021
- NeurIPS 2021
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- - Rong Zhu
  - Mattia Rigotti
- 2021
- NeurIPS 2021
Measuring Generalization with Optimal Transport
- - Ching-Yao Chuang
  - Youssef Mroueh
  - et al.
- 2021
- NeurIPS 2021
Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos
- - Reuben Tan
  - Bryan Plummer
  - et al.
- 2021
- NeurIPS 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
- - Geng Yuan
  - Xialong Ma
  - et al.
- 2021
- NeurIPS 2021