Bharat Rao

3 papers · 2009–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AAAI (1) AISTATS (1) JMLR (1)

Top co-authors

Glenn Fung (2) Geoffrey I. Webb (1) Jens Kleesiek (1) Michael Kamp (1) Erman Ayday (1) Kanishka Rao (1) Jennifer Dy (1) Rómer Rosales (1) Jennifer G. Dy (1) Amr Abourayya (1)

Research topics

Machine Learning (3) Learning Types (3) Artificial Intelligence (2) Learning Paradigms · Artificial Intelligence (2) Application Areas (1) Core Methods (1) Learning Paradigms · Machine Learning (1)

Keywords

information theory (1) federated learning (1) active learning (1) semi-supervised learning (1) knowledge distillation (1) supervised learning (1) computer aided diagnosis (1) large margin classifier (1) multi-annotator learning (1) support vector machine (1) batch classification (1) hard label (1) adversarial annotator (1)

Papers

Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025 Active Learning from Multiple Knowledge Sources AISTATS 2012 Using Local Dependencies within Batches to Improve Large Margin Classifiers JMLR 2009