Chester Holtz

According to our database, Chester Holtz authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations.

Chester Holtz, Yucheng Wang, Chung-Kuan Cheng, Bill Lin

CoRR, 2024

2023

DAGSizer: A Directed Graph Convolutional Network Approach to Discrete Gate Sizing of VLSI Graphs.

Chung-Kuan Cheng, Chester Holtz, Andrew B. Kahng, Bill Lin, Uday Mallappa

ACM Trans. Design Autom. Electr. Syst., July, 2023

Graph Embedding via Subspace Minimization with Applications to Chip Placement and Semi-Supervised Learning

Chester Holtz

PhD thesis, 2023

Semi-Supervised Laplacian Learning on Stiefel Manifolds.

Chester Holtz, Pengwen Chen, Alexander Cloninger, Chung-Kuan Cheng, Gal Mishne

CoRR, 2023

Placement Initialization via Sequential Subspace Optimization with Sphere Constraints.

Pengwen Chen, Chung-Kuan Cheng, Albert Chern, Chester Holtz, Aoxi Li, Yucheng Wang

Proceedings of the 2023 International Symposium on Physical Design, 2023

2022

Machine Learning Prediction for Design and System Technology Co-Optimization Sensitivity Analysis.

Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz, Daeyeal Lee, Bill Lin

IEEE Trans. Very Large Scale Integr. Syst., 2022

Learning Sample Reweighting for Accuracy and Adversarial Robustness.

Chester Holtz, Tsui-Wei Weng, Gal Mishne

CoRR, 2022

Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors.

Chester Holtz, Gal Mishne, Alexander Cloninger

Proceedings of the Topological, 2022

Placement initialization via a projected eigenvector algorithm: late breaking results.

Pengwen Chen, Chung-Kuan Cheng, Albert Chern, Chester Holtz, Aoxi Li, Yucheng Wang

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Net Separation-Oriented Printed Circuit Board Placement via Margin Maximization.

Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Online Adversarial Purification based on Self-Supervision.

Changhao Shi, Chester Holtz, Gal Mishne

CoRR, 2021

Design and System Technology Co-Optimization Sensitivity Prediction for VLSI Technology Development using Machine Learning.

Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz, Bill Lin

Proceedings of the ACM/IEEE International Workshop on System Level Interconnect Prediction, 2021

Online Adversarial Purification based on Self-supervised Learning.

Changhao Shi, Chester Holtz, Gal Mishne

Proceedings of the 9th International Conference on Learning Representations, 2021

A Unified Printed Circuit Board Routing Algorithm With Complicated Constraints and Differential Pairs.

Ting-Chou Lin, Devon J. Merrill, Yen-Yi Wu, Chester Holtz, Chung-Kuan Cheng

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

Grid-Based Framework for Routability Analysis and Diagnosis With Conditional Design Rules.

Dongwon Park, Daeyeal Lee, Ilgweon Kang, Chester Holtz, Sicun Gao, Bill Lin, Chung-Kuan Cheng

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Tslearn, A Machine Learning Toolkit for Time Series Data.

Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Felix Divo, Guillaume Androz, Chester Holtz, Marie Payne, Roman Yurchak, Marc Rußwurm, Kushal Kolar, Eli Woods

J. Mach. Learn. Res., 2020

2019

A Comparison of Machine Learning Tools for Early Prediction of Sepsis from ICU Data.

Po-Ya Hsu, Chester Holtz

Proceedings of the 46th Computing in Cardiology, 2019

2017

Autism spectrum disorder detection from semi-structured and unstructured medical data.

Jianbo Yuan, Chester Holtz, Tristram H. Smith, Jiebo Luo

EURASIP J. Bioinform. Syst. Biol., 2017

University of Rochester WMT 2017 NMT System Submission.

Chester Holtz, Chuyang Ke, Daniel Gildea

Proceedings of the Second Conference on Machine Translation, 2017

2015

Comparative Analysis of Classic Garbage-Collection Algorithms for a Lisp-like Language.

Tyler Hannan, Chester Holtz, Jonathan Liao

CoRR, 2015

A Refutation of the Clique-Based P=NP Proofs of LaPlante and Tamta-Pande-Dhami.

Hector A. Cardenas, Chester Holtz, Maria Janczak, Philip Meyers, Nathaniel S. Potrepka

CoRR, 2015