Publications

1614 results for Machine Learning

Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Conference paper
Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition
- - Bach Vu
  - Hoang Nguyen
  - et al.
- 2025
- ICASSP 2025
Conference paper
RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets
- - Nitin Gupta
  - Shashank Mujumdar
  - et al.
- 2025
- ICASSP 2025
Conference paper
Variance-reduced Clipping for Non-convex Optimization
- - Amirhossein Reisizadeh
  - Haochuan Li
  - et al.
- 2025
- ICASSP 2025
Conference paper
Molecular Modelling in Bioactive Peptide Discovery and Characterisation
- - Clement Agoni
  - Raúl Fernández Díaz
  - et al.
- 2025
- Molecules
Review
A new framework for evaluating machine learning in biochemistry and its application for small molecules and peptides
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- IRB-AI-DD 2025
Poster
Serving LLMs as detectors in workflows with guardrails
- - Gaurav Kumbhat
  - Evaline Ju
- 2025
- ICSA 2025
Workshop paper
New Loss Function for Learning Dielectric Thickness Distributions and Generative Modeling of Breakdown Lifetime
- - Weiman Yan
  - Ernest Wu
  - et al.
- 2025
- IRPS 2025
Conference paper
On Representations of Mean-Field Variational Inference
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Journal of Applied Analysis
Paper
PowerSoftmax: Towards secure LLM Inference Over FHE
- - Itamar Zimerman
  - Allon Adir
  - et al.
- 2025
- FHE.org 2025
Poster