Publications

1615 results for Machine Learning

BioVERSE: A Modular Framework for Integrating Biomedical Modalities with Language Models in Precision Medicine
- - Ching-Huei Tsou
  - Michal Ozery-Flato
  - et al.
- 2025
- ISMB 2025
Poster
Harnessing biomedical foundation models for genomic feature engineering to investigate patient drug response
- - Laura Gardiner
  - Stephen Checkley
  - et al.
- 2025
- ISMB 2025
Poster
Improving Transcriptomic Foundation Models Through Gene-Level Error Analysis and Adaptive Masking
- - Michael Morris Danziger
  - Bharath Dandala
  - et al.
- 2025
- ISMB 2025
Poster
Transcriptomic Foundation Model Evaluation: Quantifying Expression Level Discrimination Through Null Sample Testing
- - Noa Moriel
  - Michael Morris Danziger
  - et al.
- 2025
- ISMB 2025
Poster
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
- - Jeet Mohapatra
  - Nima Dehmamy
  - et al.
- 2025
- ICML 2025
Conference paper
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
- - Changsheng Wang
  - Yihua Zhang
  - et al.
- 2025
- ICML 2025
Conference paper
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Conference paper
Understanding Mode Connectivity via Parameter Space Symmetry
- - Bo Zhao
  - Nima Dehmamy
  - et al.
- 2025
- ICML 2025
Conference paper
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
- - Zhining Liu
  - Ze Yang
  - et al.
- 2025
- ICML 2025
Conference paper
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- - Stefan Schoepf
  - Muhammad Zaid Hameed
  - et al.
- 2025
- ICML 2025
Workshop paper