Bingcong Li

CoRR, January, 2025

2024

On the Crucial Role of Initialization for Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2024

Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems.

[BibT_eX]

[DOI]

Liang Zhang

Niao He

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DPZero: Private Fine-Tuning of Language Models without Backpropagation.

[BibT_eX]

[DOI]

Liang Zhang

Kiran Koshy Thekumparampil

Sewoong Oh

Niao He

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process.

[BibT_eX]

[DOI]

Qin Lu

Konstantinos D. Polyzos

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Contractive error feedback for gradient compression.

[BibT_eX]

[DOI]

Shuai Zheng

Parameswaran Raman

Anshumali Shrivastava

CoRR, 2023

Enhancing Sharpness-Aware Optimization Through Variance Suppression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conic Descent Redux for Memory-Efficient Optimization.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients.

[BibT_eX]

[DOI]

Shijian Gao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

EMU: Effective Multi-Hot Encoding Net for Lightweight Scene Text Recognition With a Large Character Set.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Parallel and Robust Text Rectifier for Scene Text Recognition.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

A Momentum-Guided Frank-Wolfe Algorithm.

[BibT_eX]

[DOI]

Mario Coutiño

Geert Leus

IEEE Trans. Signal Process., 2021

Distributionally Robust Semi-Supervised Learning Over Graphs.

[BibT_eX]

[DOI]

Alireza Sadeghi

Meng Ma

CoRR, 2021

PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex.

[BibT_eX]

[DOI]

CoRR, 2021

Heavy Ball Momentum for Conditional Gradient.

[BibT_eX]

[DOI]

Alireza Sadeghi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accelerating Frank-Wolfe with Weighted Average Gradients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations.

[BibT_eX]

[DOI]

Lingda Wang

Huozhi Zhou

Lav R. Varshney

Zhizhen Zhao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem.

[BibT_eX]

[DOI]

Lingda Wang

Zhizhen Zhao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

How Does Momentum Help Frank Wolfe?

[BibT_eX]

[DOI]

Mario Coutino

Geert Leus

CoRR, 2020

Confusable Learning for Large-Class Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Almost Tune-Free Variance Reduction.

[BibT_eX]

[DOI]

Lingda Wang

Proceedings of the 37th International Conference on Machine Learning, 2020

Revisit of Estimate Sequence for Accelerated Gradient Methods.

[BibT_eX]

[DOI]

Mario Coutiño

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On the Convergence of SARAH and Beyond.

[BibT_eX]

[DOI]

Meng Ma

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Secure Mobile Edge Computing in IoT via Collaborative Online Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements.

[BibT_eX]

[DOI]

Xin Wang

IEEE Trans. Smart Grid, 2019

Adaptive Step Sizes in Variance Reduction via Regularization.

[BibT_eX]

[DOI]

CoRR, 2019

Be Aware of Non-Stationarity: Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits.

[BibT_eX]

[DOI]

CoRR, 2019

A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation.

[BibT_eX]

[DOI]

Gang Wang

CoRR, 2019

Tight Linear Convergence Rate of ADMM for Decentralized Optimization.

[BibT_eX]

[DOI]

Meng Ma

CoRR, 2019

Revisiting Sample Selection Approach to Positive-Unlabeled Learning: Turning Unlabeled Data into Positive rather than Negative.

[BibT_eX]

[DOI]

CoRR, 2019

Bandit Online Learning with Unknown Delays.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Delayed Bandit Online Learning with Unknown Delays.

[BibT_eX]

[DOI]

CoRR, 2018

Secure Edge Computing in IoT via Online Learning.

[BibT_eX]

[DOI]

Xin Wang

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Real-time energy management with improved cost-capacity tradeoff.

[BibT_eX]

[DOI]

Xin Wang