18 citations · 46 across the 10 of their papers we have counts for
10 papers
Data-Driven Evaluation of Training Action Space for Reinforcement Learning
Rajat Ghosh, Debojyoti Dutta
Training action space selection for reinforcement learning (RL) is conflict-prone due to complex state-action relationships. To address this challenge, this paper proposes a Shaple…
Foreign English Accent Adjustment by Learning Phonetic Patterns
Fedor Kitashov, Elizaveta Svitanko, Debojyoti Dutta
State-of-the-art automatic speech recognition (ASR) systems struggle with the lack of data for rare accents. For sufficiently large datasets, neural engines tend to outshine statis…
Detecting fraudulent activity in a cloud using privacy-friendly data aggregates
Marc Solanas, Julio Hernandez-Castro, Debojyoti Dutta
More users and companies make use of cloud services every day. They all expect a perfect performance and any issue to remain transparent to them. This last statement is very challe…
Optimal bandwidth-aware VM allocation for Infrastructure-as-a-Service
Debojyoti Dutta, Michael Kapralov, Ian Post +1
Infrastructure-as-a-Service (IaaS) providers need to offer richer services to be competitive while optimizing their resource usage to keep costs down. Richer service offerings incl…
Widescope - A social platform for serious conversations on the Web
Noah Burbank, Debojyoti Dutta, Ashish Goel +3
There are several web platforms that people use to interact and exchange ideas, such as social networks like Facebook, Twitter, and Google+; Q&A sites like Quora and Yahoo! Answers…
Similarity Search and Locality Sensitive Hashing using TCAMs
Rajendra Shinde, Ashish Goel, Pankaj Gupta +1
Similarity search methods are widely used as kernels in various machine learning applications. Nearest neighbor search (NNS) algorithms are often used to retrieve similar entries,…