Akshay Krishnamurthy

Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer et al. · arXiv (Cornell University) · 2017 · 356 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds

Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy et al. · arXiv (Cornell University) · 2019 · 279 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Contextual Decision Processes with Low Bellman Rank are PAC-Learnable

Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal et al. · arXiv (Cornell University) · 2016 · 152 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Parallelised Bayesian Optimisation via Thompson Sampling

Kirthevasan Kandasamy, Akshay Krishnamurthy, Jeff Schneider et al. · International Conference on Artificial Intelligence and Statistics · 2018 · 137 citations

Engineering, Machine Learning, Stochastic Optimization +6

Learning to Search Better Than Your Teacher

Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal et al. · arXiv (Cornell University) · 2015 · 91 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +24