Publications

1512 results for Machine Learning

Hybrid Bayesian Optimization with DIRECT
- - Hongsheng Liu
  - Dzung Phan
- 2025
- SDM 2025
Goal-Driven Data Story, Narrations and Explanations
- - Aniya Aggarwal
  - Ankush Gupta
  - et al.
- 2025
- NAACL 2025
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
- - Bing Zhang
  - Guang-Jie Ren
- 2025
- NAACL 2025
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
- - Matthew Riemer
  - Gopeshh Subbaraj
  - et al.
- 2025
- ICLR 2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
- - Jie Chen
- 2025
- ICLR 2025
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- - Shahaf Bassan
  - Ron Eliav
  - et al.
- 2025
- ICLR 2025
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
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
Precedence-Constrained Winter Value for Effective Graph Data Valuation
- - Hongling Chi
  - Wei Jin
  - et al.
- 2025
- ICLR 2025
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
- - Jie Ren
  - Pin-Yu Chen
- 2025
- ICLR 2025