2 citations · 3 across the 4 of their papers we have counts for
4 papers
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
Arko Banerjee, Kia Rahmani, Joydeep Biswas +1
Among approaches for provably safe reinforcement learning, Model Predictive Shielding (MPS) has proven effective at complex tasks in continuous, high-dimensional state spaces, by l…
Data Extraction via Semantic Regular Expression Synthesis
Qiaochu Chen, Arko Banerjee, Çağatay Demiralp +2
Many data extraction tasks of practical relevance require not only syntactic pattern matching but also semantic reasoning about the content of the underlying text. While regular ex…
ESDF: Ensemble Selection using Diversity and Frequency
Shouvick Mondal, Arko Banerjee
Recently ensemble selection for consensus clustering has emerged as a research problem in Machine Intelligence. Normally consensus clustering algorithms take into account the entir…
Consensus Sequence Segmentation
Tamal Chowdhury, Rabindra Rakshit, Arko Banerjee
In this paper we introduce a method to detect words or phrases in a given sequence of alphabets without knowing the lexicon. Our linear time unsupervised algorithm relies entirely…