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

Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- - Momin Abbas
  - Quan Xiao
  - et al.
- 2022
- ICML 2022
Linearity Grafting: How Neuron Pruning Helps Certifiable Robustness
- - Tianlong Chen
  - Huan Zhang
  - et al.
- 2022
- ICML 2022
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra
- - Nadiia Chepurko
  - Kenneth Clarkson
  - et al.
- 2022
- ICML 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- - Ching-yun Ko
  - Jeet Mohapatra
  - et al.
- 2022
- ICML 2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
- - Timothy Castiglia
  - Anirban Das
  - et al.
- 2022
- ICML 2022
A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
- - Songtao Lu
- 2022
- ICML 2022
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits
- - Aadirupa Saha
  - Shubham Gupta
- 2022
- ICML 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
- - Tianlong Chen
  - Zhenyu Zhang
  - et al.
- 2022
- ICML 2022
Order Constraints in Optimal Transport
- - Fabian Yu Chin Lim
  - Laura Wynter
  - et al.
- 2022
- ICML 2022
Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets
- - Tal Shnitzer
  - Mikhail Yurochkin
  - et al.
- 2022
- ICML 2022