Publications

1677 results for Machine Learning

Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization
- - Dzung T. Phan
  - Matt Menickelly
  - et al.
- 2025
- SDM 2025
Conference paper
Goal-Driven Data Story, Narrations and Explanations
- - Aniya Aggarwal
  - Ankush Gupta
  - et al.
- 2025
- NAACL 2025
Conference paper
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
- - Bing Zhang
  - Guang-Jie Ren
- 2025
- NAACL 2025
Short paper
Neural Embedding Compression for Earth Observation Data – an Ablation Study
- - Amelie Elisabeth Koch
  - Isabelle Wittmann
  - et al.
- 2025
- EGU 2025
Talk
A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- ICLR 2025
Conference paper
A Generalist Hanabi Agent
- - Arjun Sudhakar
  - Hadi Nekoei
  - et al.
- 2025
- ICLR 2025
Conference paper
Vertical Federated Learning with Missing Features During Training and Inference
- - Pedro Valdeira
  - Shiqiang Wang
  - et al.
- 2025
- ICLR 2025
Conference paper
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
Conference paper
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
- - Francesco Carzaniga
  - Gary Hoppeler
  - et al.
- 2025
- ICLR 2025
Conference paper
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
- - Jie Ren
  - Pin-Yu Chen
- 2025
- ICLR 2025
Conference paper