Publications

1671 results for Machine Learning

Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Conference paper
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- - Hao-lun Sun
  - Lei Hsiung
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- - Wenzhi Fang
  - Dong-jun Han
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
- - Quoc Tran-Dinh
  - Trang H. Tran
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Probabilistic Federated Prompt-Tuning in Data Imbalance Settings
- - Pei-yau Weng
  - Minh Hoang
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Weak Supervision Performance Evaluation via Partial Identification
- - Felipe Maia Polo
  - Subha Maity
  - et al.
- 2024
- NeurIPS 2024
Conference paper
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
- - Tomoya Sakai
  - Haoxiang Qiu
  - et al.
- 2024
- NeurIPS 2024
Conference paper
A TWO-SCALE COMPLEXITY MEASURE FOR DEEP LEARNING MODELS
- - Massimiliano Datres
  - Gian Paolo Leonardi
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
- - Giangiacomo Mercatali
  - Andre Freitas
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Dense Associative Memory Through the Lens of Random Features
- - Benjamin Hoover
  - Duen Horng Chau
  - et al.
- 2024
- NeurIPS 2024
Conference paper