Pawan K Mudigonda

4 papers · 2016–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

NeurIPS (4)

Top co-authors

Philip Torr (2) Rudy R Bunel (2) Pushmeet Kohli (2) Ilya Kostrikov (1) Sebastian Nowozin (1) Vitaly Kurin (1) Shimon Whiteson (1) Ilker Turkaslan (1) Alessandro De Palma (1) Diane Bouchacourt (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Artificial Intelligence (2) Deep Learning (2) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

neural network (3) uncertainty quantification (1) neural network optimization (1) formal verification (1) posterior distribution (1) piecewise linear (1) differentiable programming (1) probabilistic model (1) loss function (1) code optimization (1) program optimization (1) dissimilarity coefficient (1) task loss (1) neural compilation (1) multi-task learning (1) unitary scalarization (1)

Papers

In Defense of the Unitary Scalarization for Deep Multi-Task Learning NeurIPS 2022 A Unified View of Piecewise Linear Neural Network Verification NeurIPS 2018 Adaptive Neural Compilation NeurIPS 2016 DISCO Nets : DISsimilarity COefficients Networks NeurIPS 2016