Towards Comprehensible Representation of Controllers using Machine Learning. - Gargi Balasubramaniam (ASE, 2019)

Greedy modality selection via approximate submodular maximization. - Runxiang Cheng; Gargi Balasubramaniam; Yifei He; Yao-Hung Hubert Tsai; Han Zhao 002 (UAI, 2022)

Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms. - Haoxiang Wang 003; Gargi Balasubramaniam; Haozhe Si; Bo Li 026; Han Zhao 002 (CoRR, 2023)

Efficient Modality Selection in Multimodal Learning. - Yifei He; Runxiang Cheng; Gargi Balasubramaniam; Yao-Hung Hubert Tsai; Han Zhao 002 (J. Mach. Learn. Res., 2024)

ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs. - Andrew Liu; Henry Prior; Gargi Balasubramaniam; Rivka Moroshko; Amir Zait; Ilia Labzovsky; Danny Karmon; Ishita Dasgupta 001; Kim Stachenfeld; Kenneth Marino (ICLR, 2025)