Grani A. Hanasusanto

21 papers A* 3C 1Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clip-and-Verify: Linear Constraint-Driven Domain Clipping for Accelerating Neural Network Verification.
CoRR
Duo Zhou, Jorge Chavez, Hesun Chen, Grani A. Hanasusanto, Huan Zhang
2025 J jnl
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty.
CoRR
Mingxuan Cui, Duo Zhou, Yuxuan Han, Grani A. Hanasusanto, Qiong Wang, Huan Zhang, Zhengyuan Zhou
2025 J jnl
Improved Decision Rule Approximations for Multistage Robust Optimization via Copositive Programming.
Oper. Res.
Guanglin Xu, Grani A. Hanasusanto
2025 J jnl
Learning Fair Policies for Infectious Diseases Mitigation using Path Integral Control.
CoRR
Zhuangzhuang Jia, Hyuk Park, Gökçe Dayanikli, Grani A. Hanasusanto
2025 A* conf
Robust System Identification: Finite-sample Guarantees and Connection to Regularization.
ICLR
Hyuk Park, Grani A. Hanasusanto, Yingying Li
2025 J jnl
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes.
CoRR
Duo Zhou, Christopher Brix, Grani A. Hanasusanto, Huan Zhang
2025 J jnl
Second-order bounds for the M/M/s queue with random arrival rate.
Queueing Syst. Theory Appl.
Wouter van Eekelen, Grani A. Hanasusanto, John J. Hasenbein, Johan S. H. van Leeuwaarden
2024 J jnl
A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse.
INFORMS J. Comput.
Xiangyi Fan, Grani A. Hanasusanto
2024 J jnl
Discrete-Time Stochastic LQR via Path Integral Control and Its Sample Complexity Analysis.
IEEE Control. Syst. Lett.
Apurva Patil, Grani A. Hanasusanto, Takashi Tanaka
2024 C conf
Distributionally Robust Path Integral Control.
ACC
Hyuk Park, Duo Zhou, Grani A. Hanasusanto, Takashi Tanaka
2024 A* conf
Learning Fair Policies for Multi-Stage Selection Problems from Observational Data.
AAAI
Zhuangzhuang Jia, Grani A. Hanasusanto, Phebe Vayanos, Weijun Xie
2024 A* conf
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes.
NeurIPS
Duo Zhou, Christopher Brix, Grani A. Hanasusanto, Huan Zhang
2024 J jnl
Wasserstein Robust Classification with Fairness Constraints.
Manuf. Serv. Oper. Manag.
Yijie Wang, Viet Anh Nguyen, Grani A. Hanasusanto
2023 J jnl
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers.
Oper. Res.
Prateek R. Srivastava, Purnamrita Sarkar, Grani A. Hanasusanto
2023 J jnl
Distributionally Robust Path Integral Control.
CoRR
Hyuk Park, Duo Zhou, Grani A. Hanasusanto, Takashi Tanaka
2023 J jnl
Learning Fair Policies for Multi-stage Selection Problems from Observational Data.
CoRR
Zhuangzhuang Jia, Grani A. Hanasusanto, Phebe Vayanos, Weijun Xie
2022 J jnl
Finding Minimum Volume Circumscribing Ellipsoids Using Generalized Copositive Programming.
Oper. Res.
Areesh Mittal, Grani A. Hanasusanto
2021 J jnl
Wasserstein Robust Support Vector Machines with Fairness Constraints.
CoRR
Yijie Wang, Viet Anh Nguyen, Grani A. Hanasusanto
2020 J jnl
Optimal Residential Battery Storage Operations Using Robust Data-Driven Dynamic Programming.
IEEE Trans. Smart Grid
Nan Zhang, Benjamin D. Leibowicz, Grani A. Hanasusanto
2020 J jnl
Robust Quadratic Programming with Mixed-Integer Uncertainty.
INFORMS J. Comput.
Areesh Mittal, Can Gokalp, Grani A. Hanasusanto
2019 J jnl
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers.
CoRR
Prateek R. Srivastava, Purnamrita Sarkar, Grani A. Hanasusanto