Publications

1650 results for Machine Learning

Federated Learning for Discrete Optimal Transport with Large Population under Incomplete Information
- - Juntao Chen
  - Yingdong Lu
- 2024
- ISMP 2024
Invited talk
Needle in the Haystack for Memory Based Large Language Models
- - Payel Das
  - Soham Dan
  - et al.
- 2024
- ICML 2024
Workshop paper
Generation constraint scaling can mitigate hallucination
- - Georgios Kollias
  - Payel Das
  - et al.
- 2024
- ICML 2024
Workshop paper
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation
- - Tomas Bueno Momcilovic
  - Beat Buesser
  - et al.
- 2024
- xAI 2024
Workshop paper
Quantifying Representation Reliability in Self-Supervised Learning Models
- - Young Jin Park
  - Hao Wang
  - et al.
- 2024
- UAI 2024
Conference paper
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
- - Natalia Martinez Gil
  - Dhaval Patel
  - et al.
- 2024
- UAI 2024
Conference paper
Bayesian Optimization with Setup Switching Cost
- - Stefan Pricopie
  - Richard Allmendinger
  - et al.
- 2024
- GECCO 2024
Poster
Optimizing CAR T cell design using quantum convolutional neural networks
- - Sara Capponi
  - Kahn Rhrissorrakrai
  - et al.
- 2024
- ISMB 2024
Talk
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- ISMB 2024
Poster
Cross Dataset Verification of Cell Type Annotation using a Transcriptomic Biomedical Foundation Model: Inflammatory Bowel Disease Use Case
- - Akihiro Kosugi
  - Vibha Anand
  - et al.
- 2024
- ISMB 2024
Poster