Pulkit Sharma

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

Interspeech (2) ICML (1)

Top co-authors

Vinayak Abrol (3) Anshul Thakur (2) Padmanabhan Rajan (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Analysis (1) Core AI (1) Learning Types (1) Mathematics (1) Models (1) Optimization & Theory (1)

Keywords

archetypal analysis (3) gaussian mixture model (1) sparse projection (1) convex hull (1) deep matrix factorization (1) acoustic scene classification (1) acoustic scene embedding (1) convex matrix factorization (1) self-expressive decomposition (1) hierarchical factorization (1) bioacoustics classification (1) data visualization (1) deep convex representation (1)

Papers

A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020 ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM Interspeech 2018 Deep Convex Representations: Feature Representations for Bioacoustics Classification Interspeech 2018