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cs.LG2024★ 1 cited
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution
Tanvi Verma, Lukas Schwemer, Mingrui Tan +3
Deep learning models are widely recognized for their effectiveness in identifying medical image findings in disease classification. However, their limitations become apparent in th…
cs.LG2020
Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems
Tanvi Verma, Pradeep Varakantham
For effective matching of resources (e.g., taxis, food, bikes, shopping items) to customer demand, aggregation systems have been extremely successful. In aggregation systems, a cen…