Publications

1464 results for Machine Learning

Precedence-Constrained Winter Value for Effective Graph Data Valuation
- - Hongling Chi
  - Wei Jin
  - et al.
- 2025
- ICLR 2025
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
- - Daouda Sow
  - Herbert Woisetschläger
  - et al.
- 2025
- ICLR 2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
- - Jie Chen
- 2025
- ICLR 2025
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
- - Jie Ren
  - Pin-Yu Chen
- 2025
- ICLR 2025
Text-Guided Few-Shot Semantic Segmentation with Training-Free Multimodal Feature Matching
- - Guillaume Buthmann
  - Tomoya Sakai
  - et al.
- 2025
- ICASSP 2025
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Variance-reduced Clipping for Non-convex Optimization
- - Amirhossein Reisizadeh
  - Haochuan Li
  - et al.
- 2025
- ICASSP 2025
Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition
- - Bach Vu
  - Hoang Nguyen
  - et al.
- 2025
- ICASSP 2025
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - et al.
- 2025
- ICASSP 2025