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

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 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
Entropic Causal Inference: Graph Identifiability
- - Spencer Compton
  - Kristjan Greenewald
  - et al.
- 2022
- ICML 2022
On Convergence of Gradient Descent Ascent: A Tight Local Analysis
- - Haochuan Li
  - Farzan Farnia
  - et al.
- 2022
- ICML 2022
Differentiable Top-k Classification Learning
- - Felix Petersen
  - Hilde Kuehne
  - et al.
- 2022
- ICML 2022
Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
- - Jingzhao Zhang
  - Hongzhou Lin
  - et al.
- 2022
- ICML 2022