Balakrishnan Murali Narayanaswamy

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 📈 Trend Setter

Venues

ICML (2) AAAI (1) EMNLP (1)

Top co-authors

Abishek Sankararaman (3) Sopan Khosla (1) Vinayshekhar Bannihatti Kumar (1) Sophia Huiwen Sun (1) Rashmi Gangadharaiah (1) Mintong Kang (1) Abhishek Kumar (1) Vikramank Singh (1) Aodong Li (1) Saumya Gaurang Shah (1)

Research topics

Machine Learning (4) Data Science & Analytics (2) Application Areas (2) Applications (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

anomaly detection (2) nonstationarity (1) posterior inference (1) distribution shift (1) false positive (1) hash encoding (1) diffusion model (1) streaming data (1) bias mitigation (1) fair generation (1) bayesian online learning (1) confidence sequence (1) categorical feature (1) probabilistic embedding (1) false negative (1) adaptive guidance (1) latent guidance (1) ensemble (1) streaming (1) unsupervised (1)

Papers

Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026 FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance EMNLP 2025 SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors ICML 2025 Online Adaptive Anomaly Thresholding with Confidence Sequences ICML 2024