← Authors

Prasad Tadepalli

36 papers · 2010–2025 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) πŸ—ΊοΈ Taxonomy Completionist (15) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (14) 🧬 Topic Evolution πŸ† Grand Slam 🌱 Topic Pioneer πŸ† Keyword Champion πŸ”₯ Unstoppable (16) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ’Ž Century Club (36) πŸ—ƒοΈ Keyword Collector (50)

Conferences

NIPS (9) EMNLP (5) AAAI (4) ACL (3) IJCAI (3) JMLR (3) ACML (2) COLING (2) NAACL (2) ALT (1) ICLR (1) ICML (1)

Top co-authors

Alan Fern (14) Xiaoli Fern (11) Reza Ghaeini (6) Hamed Shahbazi (6) Stefan Lee (4) Janardhan Rao Doppa (4) Alex Turner (3) Robby Goetschalckx (3) Yilin Yang (3) Walker Orr (3)

Research topics

Core Methods (1)

Keywords

attention mechanism (5) markov decision process (4) reinforcement learning (4) multilingual translation (2) model interpretability (2) automated planning (2) off-target translation (2) ai safety (2) beam search (2) limited discrepancy search (2) neural machine translation (2) image classification (2) rule learning (2) neural network (2) sequential decision making (1) zero-shot learning (1) decision theory (1) probabilistic inference (1) model-based planning (1) structure learning (1)

Papers

Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025
Adversarial Attacks on Combinatorial Multi-Armed Bandits ICML 2024
Language-Informed Beam Search Decoding for Multilingual Machine Translation ACL 2024
Global Explanations for Image Classifiers (Student Abstract) AAAI 2023
Parametrically Retargetable Decision-Makers Tend To Seek Power NIPS 2022
PAC Learning of Causal Trees with Latent Variables AAAI 2021
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs ICLR 2021
Optimal Policies Tend To Seek Power NIPS 2021
Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021
One Explanation is Not Enough: Structured Attention Graphs for Image Classification NIPS 2021
Avoiding Side Effects in Complex Environments NIPS 2020
The Choice Function Framework for Online Policy Improvement AAAI 2020
On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020
Relation Extraction with Explanation ACL 2020
Saliency Learning: Teaching the Model Where to Pay Attention NAACL 2019
Description-Based Zero-shot Fine-Grained Entity Typing NAACL 2019
Dependent Gated Reading for Cloze-Style Question Answering COLING 2018
Event Detection with Neural Networks: A Rigorous Empirical Evaluation EMNLP 2018
Emergency Response Optimization using Online Hybrid Planning IJCAI 2018
Joint Neural Entity Disambiguation with Output Space Search COLING 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018
Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning ALT 2017
Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017
Event Nugget Detection with Forward-Backward Recurrent Neural Networks ACL 2016
Active Imitation Learning of Hierarchical Policies IJCAI 2015
Multitask Coactive Learning IJCAI 2015
Prune-and-Score: Learning for Greedy Coreference Resolution EMNLP 2014
Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning JMLR 2014
Structured Prediction via Output Space Search JMLR 2014
Active Imitation Learning: Formal and Practical Reductions to I.I.D. Learning JMLR 2014
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs NIPS 2013
A Bayesian Approach for Policy Learning from Trajectory Preference Queries NIPS 2012
Autonomous Learning of Action Models for Planning NIPS 2011
Inverting Grice's Maxims to Learn Rules from Natural Language Extractions NIPS 2011
Learning Rules from Incomplete Examples via Implicit Mention Models ACML 2011
A Computational Decision Theory for Interactive Assistants NIPS 2010