Uncorrected least-squares temporal difference with lambda-return
- 2020
- AAAI 2020
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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- Machine Learning
1330 results for Machine Learning
EvolveGCN: Evolving graph convolutional networks for dynamic graphs
- Aldo Pareja
- Giacomo Domeniconi
- et al.
- 2020
- AAAI 2020
Weighted sampling for combined model selection and hyperparameter tuning
- Dimitrios Sarigiannis
- Thomas Parnell
- et al.
- 2020
- AAAI 2020
Pursuit of low-rank models of time-varying matrices robust to sparse and measurement noise
- Albert Akhriev
- Jakub Marecek
- et al.
- 2020
- AAAI 2020
A multi-channel neural graphical event model with negative evidence
- Tian Gao
- Dharmashankar Subramanian
- et al.
- 2020
- AAAI 2020
Sobolev Independence Criterion
- Youssef Mroueh
- Tom Sercu
- et al.
- 2019
- NeurIPS 2019
Molecular Hypergraph Grammar with Its Application to Molecular Optimization
- Hiroshi Kajino
- 2019
- ICML 2019
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
- Megh Thakkar
- Quentin Fournier
- et al.
- 2024
- ACL 2024
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
- Marten Van Dijk
- Nhuong Nguyen
- et al.
- 2024
- ICML 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2024
- ICML 2024