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Books and Theses
- 2023
[b1]Chester Holtz:
Graph Embedding via Subspace Minimization with Applications to Chip Placement and Semi-Supervised Learning. University of California, San Diego, USA, 2023
Journal Articles
- 2023
- [j5]Chung-Kuan Cheng
, Chester Holtz, Andrew B. Kahng, Bill Lin, Uday Mallappa:
DAGSizer: A Directed Graph Convolutional Network Approach to Discrete Gate Sizing of VLSI Graphs. ACM Trans. Design Autom. Electr. Syst. 28(4): 52:1-52:31 (2023) - 2022
- [j4]Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz, Daeyeal Lee, Bill Lin:
Machine Learning Prediction for Design and System Technology Co-Optimization Sensitivity Analysis. IEEE Trans. Very Large Scale Integr. Syst. 30(8): 1059-1072 (2022) - 2020
- [j3]Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Felix Divo, Guillaume Androz, Chester Holtz, Marie Payne, Roman Yurchak, Marc Rußwurm, Kushal Kolar, Eli Woods:
Tslearn, A Machine Learning Toolkit for Time Series Data. J. Mach. Learn. Res. 21: 118:1-118:6 (2020) - [j2]Dongwon Park, Daeyeal Lee, Ilgweon Kang, Chester Holtz, Sicun Gao, Bill Lin, Chung-Kuan Cheng:
Grid-Based Framework for Routability Analysis and Diagnosis With Conditional Design Rules. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 5097-5110 (2020) - 2017
- [j1]Jianbo Yuan, Chester Holtz, Tristram H. Smith, Jiebo Luo:
Autism spectrum disorder detection from semi-structured and unstructured medical data. EURASIP J. Bioinform. Syst. Biol. 2017: 3 (2017)
Conference and Workshop Papers
- 2023
- [c9]Pengwen Chen, Chung-Kuan Cheng, Albert Chern, Chester Holtz, Aoxi Li, Yucheng Wang:
Placement Initialization via Sequential Subspace Optimization with Sphere Constraints. ISPD 2023: 133-140 - 2022
- [c8]Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz:
Net Separation-Oriented Printed Circuit Board Placement via Margin Maximization. ASP-DAC 2022: 288-293 - [c7]Pengwen Chen, Chung-Kuan Cheng, Albert Chern, Chester Holtz, Aoxi Li, Yucheng Wang:
Placement initialization via a projected eigenvector algorithm: late breaking results. DAC 2022: 1398-1399 - [c6]Chester Holtz, Gal Mishne, Alexander Cloninger:
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors. TAG-ML 2022: 161-171 - 2021
- [c5]Ting-Chou Lin, Devon J. Merrill, Yen-Yi Wu, Chester Holtz, Chung-Kuan Cheng:
A Unified Printed Circuit Board Routing Algorithm With Complicated Constraints and Differential Pairs. ASP-DAC 2021: 170-175 - [c4]Changhao Shi, Chester Holtz, Gal Mishne:
Online Adversarial Purification based on Self-supervised Learning. ICLR 2021 - [c3]Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz, Bill Lin:
Design and System Technology Co-Optimization Sensitivity Prediction for VLSI Technology Development using Machine Learning. SLIP 2021: 8-15 - 2019
- [c2]Po-Ya Hsu, Chester Holtz:
A Comparison of Machine Learning Tools for Early Prediction of Sepsis from ICU Data. CinC 2019: 1-4 - 2017
- [c1]Chester Holtz, Chuyang Ke, Daniel Gildea:
University of Rochester WMT 2017 NMT System Submission. WMT 2017: 310-314
Informal and Other Publications
- 2024
- [i8]Chester Holtz, Yucheng Wang, Chung-Kuan Cheng, Bill Lin:
On Robustness and Generalization of ML-Based Congestion Predictors to Valid and Imperceptible Perturbations. CoRR abs/2403.00103 (2024) - 2023
- [i7]Chester Holtz, Pengwen Chen, Alexander Cloninger, Chung-Kuan Cheng, Gal Mishne:
Semi-Supervised Laplacian Learning on Stiefel Manifolds. CoRR abs/2308.00142 (2023) - 2022
- [i6]Chester Holtz, Gal Mishne, Alexander Cloninger:
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors. CoRR abs/2210.01760 (2022) - [i5]Chester Holtz, Tsui-Wei Weng, Gal Mishne:
Learning Sample Reweighting for Accuracy and Adversarial Robustness. CoRR abs/2210.11513 (2022) - [i4]Chung-Kuan Cheng, Chia-Tung Ho, Chester Holtz:
Net Separation-Oriented Printed Circuit Board Placement via Margin Maximization. CoRR abs/2210.14259 (2022) - 2021
- [i3]Changhao Shi, Chester Holtz, Gal Mishne:
Online Adversarial Purification based on Self-Supervision. CoRR abs/2101.09387 (2021) - 2015
- [i2]Hector A. Cardenas, Chester Holtz, Maria Janczak, Philip Meyers, Nathaniel S. Potrepka:
A Refutation of the Clique-Based P=NP Proofs of LaPlante and Tamta-Pande-Dhami. CoRR abs/1504.06890 (2015) - [i1]Tyler Hannan, Chester Holtz, Jonathan Liao:
Comparative Analysis of Classic Garbage-Collection Algorithms for a Lisp-like Language. CoRR abs/1505.00017 (2015)
Coauthor Index
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