Publications

A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
- - Tobia Boschi
  - Francesca Bonin
  - et al.
- 2024
- ICML 2024
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
- - Teng Xiao
  - Huaisheng Zhu
  - et al.
- 2024
- ICML 2024
Data Engineering for Scaling Language Models to 128K Context
- - Yao Fu
  - Rameswar Panda
  - et al.
- 2024
- ICML 2024
Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination
- - Ilias Diakonikolas
  - Daniel Kane
  - et al.
- 2024
- ICML 2024
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Albert Akhriev
  - et al.
- 2024
- ICML 2024
3D-VLA: A 3D Vision-Language-Action Generative World Model
- - Haoyu Zhen
  - Xiaowen Qiu
  - et al.
- 2024
- ICML 2024
BRAIn: Bayesian Reward-conditioned Amortized INference for natural language generation from feedback
- - Gaurav Pandey
  - Yatin Nandwani
  - et al.
- 2024
- ICML 2024
FADAS: Towards Federated Adaptive Asynchronous Optimization
- - Yujia Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Power-aware Deep Learning Model Serving with µ-Serve
- - Haoran Qiu
  - Weichao Mao
  - et al.
- 2024
- USENIX ATC 2024
Fast (Trapless) Kernel Probes Everywhere
- - Jinghao Jia
  - Michael Le
  - et al.
- 2024
- USENIX ATC 2024