Duane Boning

发表

Robust Reinforcement Learning on State Observations with Learned Optimal Adversary

Huan Zhang, Hongge Chen, Duane Boning, 2021, ICLR.

Robustness Verification of Tree-based Models

Yang Li, Cho-Jui Hsieh, Huan Zhang, 2019, NeurIPS.

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

Bo Li, Huan Zhang, Hongge Chen, 2020, NeurIPS.

Towards Stable and Efficient Training of Verifiably Robust Neural Networks pdf

Cho-Jui Hsieh, Bo Li, Huan Zhang, 2019, ICLR.

Statistical Metrology, with Applications to Interconnect and Yield Modeling

Duane Boning, 2001 .

Wafer Map Defect Patterns Classification using Deep Selective Learning

David Z. Pan, Mohamed Baker Alawieh, Duane Boning, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations pdf

Cho-Jui Hsieh, Bo Li, Huan Zhang, 2020, ArXiv.

Parametric yield analysis on FEM based microsystem designs

Duane Boning, S.P. Vudathu, U.R. Vemulapati, 2007, 2007 International Workshop on Physics of Semiconductor Devices.

On $\ell_p$-norm Robustness of Ensemble Stumps and Trees

Yihan Wang, Huan Zhang, Hongge Chen, 2020 .

6.001 Structure and Interpretation of Computer Programs, Fall 2002

Peter Szolovits, Duane Boning, Tomas Lozano-Perez, 2002 .

On $\ell_p$-norm Robustness of Ensemble Stumps and Trees

Yihan Wang, Huan Zhang, Hongge Chen, 2020, 2008.08755.

Modeling of Pattern Dependencies in Multi-Step Copper Chemical Mechanical Polishing Processes

Duane Boning, Lawrence Camilletti, Tamba Tugbawa, 2001 .