Pavan Karjol

3 papers · 2018–2024 · 2 venues · 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AISTATS (2) Interspeech (1)

Top co-authors

Rohan Kashyap (2) Prathosh AP (1) Prasanta Kumar Ghosh (1) Aditya Gopalan (1) A. P. Prathosh (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Mathematics (1)

Keywords

invariant function (2) speech enhancement (1) linear transformation (1) multi-armed bandit (1) deep neural network (1) mixture of expert (1) symmetry discovery (1) permutation group (1) subgroup discovery (1) symmetric polynomial (1) matrix-valued function (1) subgroup learning (1) perceptual evaluation of speech quality (1) group symmetry (1) neural network (1) expectation maximization (1) group invariant (1)

Papers

A Unified Framework for Discovering Discrete Symmetries AISTATS 2024 Neural Discovery of Permutation Subgroups AISTATS 2023 Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization Interspeech 2018