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Learning assessment-aware brain representations from multimodal neuroimaging data by Dr. Ishaan Batta

SIT 001 Amar Nath and Shashi Khosla School of Information Technology, IIT Delhi, Hauz Khas, New Delhi 110016, India, Delhi, Delhi, India

Venue: SIT001 Online joining: https://teams.microsoft.com/meet/48853006918605?p=788lqF84K1ykLq1rtg Abstract: Standard supervised learning on neuroimaging data optimizes for diagnostic prediction while yielding feature-level importance scores that lack network-level, assessment-specific interpretability required for biomarker discovery; while… Read More »Learning assessment-aware brain representations from multimodal neuroimaging data by Dr. Ishaan Batta

Learning Hierarchical Control via Feasible Subgoal Prediction by Utsav Singh

SIT 001 Amar Nath and Shashi Khosla School of Information Technology, IIT Delhi, Hauz Khas, New Delhi 110016, India, Delhi, Delhi, India

Venue: SIT001 Abstract: Solving long-horizon tasks remains a central challenge in robotics because agents must explore efficiently, assign credit over long time scales, and act under sparse supervision. To address… Read More »Learning Hierarchical Control via Feasible Subgoal Prediction by Utsav Singh

The Mathematics (and Ethics) of Fair Resource Allocation by Dr. Siddhartha Banerjee (Cornell University)

Bharti 501 IIT Campus, Hauz Khas, New Delhi

Abstract: In many settings, a finite supply of some public resource is allocated among people over time, without using money: a computing cluster among researchers, food among food-banks, medical supplies between… Read More »The Mathematics (and Ethics) of Fair Resource Allocation by Dr. Siddhartha Banerjee (Cornell University)

Abstractions for expressive, extensible, and scalable root cause analysis by Dr. Vipul Harsh

Abstract: Modern Internet-scale services must identify and mitigate customer-impacting incidents quickly. Despite the development of many Root Cause Analysis (RCA) algorithms—including recent LLM-assisted solutions—existing approaches struggle with the "long tail"… Read More »Abstractions for expressive, extensible, and scalable root cause analysis by Dr. Vipul Harsh