Balch, Tucker

14 publications

AAAI 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport Mohsen Ghassemi, Alan Mishler, Niccolò Dalmasso, Luhao Zhang, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

UAI 2025 Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls Aras Selvi, Eleonora Kreacic, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

TMLR 2025 Variational Neural Stochastic Differential Equations with Change Points Yousef El-Laham, Zhongchang Sun, Haibei Zhu, Tucker Balch, Svitlana Vyetrenko

NeurIPSW 2024 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations Gaurav Verma, Rachneet Kaur, Nishan Srishankar, Zhen Zeng, Tucker Balch, Manuela Veloso

NeurIPSW 2024 Behavioral Sequence Modeling with Ensemble Learning Maxime Kawawa-Beaudan, Srijan Sood, Soham Palande, Ganapathy Mani, Tucker Balch, Manuela Veloso

NeurIPS 2024 Fair Wasserstein Coresets Zikai Xiong, Niccolò Dalmasso, Shubham Sharma, Freddy Lecue, Daniele Magazzeni, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

AAAI 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-Processing Zikai Xiong, Niccolò Dalmasso, Alan Mishler, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

NeurIPSW 2024 LETS-C: Leveraging Text Embedding for Time Series Classification Rachneet Kaur, Zhen Zeng, Tucker Balch, Manuela Veloso

UAI 2023 Differentially Private Synthetic Data Using KD-Trees Eleonora Kreačić, Navid Nouri, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

NeurIPSW 2023 Fair Wasserstein Coresets Zikai Xiong, Niccolo Dalmasso, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

NeurIPSW 2023 INTAGS: Interactive Agent-Guided Simulation Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

ICML 2023 K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

TMLR 2023 Privacy-Preserving Energy-Based Generative Models for Marginal Distribution Protection Robert E. Tillman, Tucker Balch, Manuela Veloso

NeurIPSW 2022 Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe Renbo Zhao, Niccolo Dalmasso, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso