Chi-Heng Lin

According to our database1, Chi-Heng Lin authored at least 15 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance.
CoRR, 2024

2023
Understanding Data Manipulation and How to Leverage it To Improve Generalization.
PhD thesis, 2023

Half-Hop: A graph upsampling approach for slowing down message passing.
Proceedings of the International Conference on Machine Learning, 2023

2022
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective.
CoRR, 2022

Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Lojasiewicz Functions when the Non-Convexity is Averaged-Out.
Proceedings of the International Conference on Machine Learning, 2022

2021
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction.
CoRR, 2021

Bayesian optimization for modular black-box systems with switching costs.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Modular Analysis of Provable Acceleration via Polyak's Momentum: Training a Wide ReLU Network and a Deep Linear Network.
Proceedings of the 38th International Conference on Machine Learning, 2021

Making transport more robust and interpretable by moving data through a small number of anchor points.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Escaping Saddle Points Faster with Stochastic Momentum.
Proceedings of the 8th International Conference on Learning Representations, 2020

2017
Downlink Linear Precoders Based on Statistical CSI for Multicell MIMO-OFDM.
Wirel. Commun. Mob. Comput., 2017

2016
Efficient Error-Resilient Multicasting for Multi-View 3D Videos in Wireless Network.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Error-Resilient Multicast for Multi-View 3D Videos in IEEE 802.11 Networks.
CoRR, 2015

2013
In-Network Computations of Machine-to-Machine Communications for Wireless Robotics.
Wirel. Pers. Commun., 2013


  Loading...