Ahana Deb

2 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICLR (1) Interspeech (1)

Top co-authors

Sayan Nag (1) Anders Jonsson (1) Aritra Marik (1) Soumitri Chattopadhyay (1) Alessandro Ronca (1) Mohammad Sadegh Talebi (1) Ayan Mahapatra (1) Archi Banerjee (1) Roberto Cipollone (1) Samir Karmakar (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Speech & Audio (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1) Optimization & Theory (1) Recognition (1)

Keywords

offline reinforcement learning (1) attention mechanism (1) speech recognition (1) multimodal learning (1) sample complexity (1) automata learning (1) low-resource language (1) regular decision process (1) speech act recognition (1) multimodal attention fusion (1) probably approximately correct (1) formal language theory (1)

Papers

Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics ICLR 2025 BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion Interspeech 2023