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.

Featured collections

Popular topics

Machine Learning

Year

1055 results for Machine Learning

Reparameterized Policy Learning for Multimodal Trajectory Optimization
- - Zhiao Huang
  - Litian Liang
  - et al.
- 2023
- ICML 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- - Ella Neeman
  - Roee Aharoni
  - et al.
- 2023
- ACL 2023
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization
- - Arie Cattan
  - Lilach Edelstein
  - et al.
- 2023
- ACL 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms
- - Tianshu Zhang
  - Changchang Liu
  - et al.
- 2023
- ACL 2023
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
- - Zijie Wang
  - Evan Montoya
  - et al.
- 2023
- ACL 2023
Single-shot General Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2023
- ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2023
- ICLR 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- - Yihua Zhang
  - Pranay Sharma
  - et al.
- 2023
- ICLR 2023
Understanding new tasks through the lens of training data via exponential tilting
- - Subha Maity
  - Mikhail Yurochkin
  - et al.
- 2023
- ICLR 2023
Sampling with Mollified Interaction Energy Descent
- - Lingxiao Li
  - Qiang Liu
  - et al.
- 2023
- ICLR 2023