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Gargi Balasubramaniam

2 accepted papers

2025

ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs

ICLR 2025poster

A fundamental part of human cognition is the ability to not only recall previous memories, but also reason across them to draw conclusions. In cognitive science and psychology, this is termed relational reasoning and a number of effects and biases have been observed in human cognition. Designing exp…

2022

Greedy modality selection via approximate submodular maximization

UAI 2022poster

Multimodal learning considers learning from multi-modality data, aiming to fuse heterogeneous sources of information. However, it is not always feasible to leverage all available modalities due to memory constraints. Further, training on all the modalities may be inefficient when redundant informati…

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