Machine Learning

Confidence Controls Deep Metric Learning

Jinhee Park, Hee Bin Yoo, Byoung-Tak Zhang, Junseok Kwon

Learning to Process Relational Information for Cloud Computing Task Scheduling

Seong-Hyun Hong, Myunsoo Kim, Byung-Jun Lee

Neural MCTS with LLM Guidance for Effective Program Synthesis on Abstraction and Reasoning Corpus

Jinwoo Jeon, Seongwoong Shim, Sejin Kim, Sundong Kim, Byung-Jun Lee

TFAS: Zero-Shot NAS for General Time-Series Analysis with Time-Frequency Aware Scoring

Trirat, P. and Lee, J.

Bounding the Rademacher Complexity of Fourier neural operators

Optimal Clustering from Noisy Binary Feedback

Kaito Ariu, Jungseul Ok, Alexandre Proutière, Se-Young Yun

Optimal Clustering from Noisy Binary Feedback

Kaito Ariu, Jungseul Ok, Alexandre Proutiere, Seyoung Yun

Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve

Anthony Sicilia, Xingchen Zhao, Seong Jae Hwang