Mahantesh M Halappanavar

3 papers · 2023–2026 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ACL (1) ICML (1)

Top co-authors

Yu Wang (1) Haoyu Han (1) Zakaria Mehrab (1) Kazi Ashik Islam (1) Henning Mortveit (1) Buddhika Nettasinghe (1) Katragadda Sridhar (1) Samrat Chatterjee (1) Jon Derek Loftis (1) Ramakrishna Tipireddy (1)

Research topics

Machine Learning (2) Computer Vision (1) Deep Learning (1) Knowledge & Reasoning (1) Application Areas (1) Bayesian & Probabilistic (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Models (1) Optimization & Theory (1) Reasoning (1) Representation (1)

Keywords

conformal prediction (1) uncertainty quantification (1) hidden markov model (1) probabilistic forecasting (1) spatio-temporal prediction (1) de finetti theorem (1) hybrid retrieval (1) graph traversal (1) conditional diffusion (1) knowledge base retrieval (1) structural retrieval (1) textual retrieval (1) text-rich graph (1) sparse sensor observation (1) digital elevation (1)

Papers

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026 Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025 Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti’s Theorem for Markov Chains ICML 2023