3 papers
cs.HC2026
Wave2Word: A Multimodal Transformer Framework for Joint EEG-Text Alignment and Multi-Task Representation Learning in Neurocritical Care
Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma +1
Continuous electroencephalography (EEG) is routinely used in neurocritical care to monitor seizures and other harmful brain activity, including rhythmic and periodic patterns that…
cs.HC2025
Clinically Calibrated Machine Learning Benchmarks for Large-Scale Multi-Disorder EEG Classification
Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma +1
Clinical electroencephalography is routinely used to evaluate patients with diverse and often overlapping neurological conditions, yet interpretation remains manual, time-intensive…
cs.LG2020
Bayesian Optimization -- Multi-Armed Bandit Problem
Abhilash Nandy, Chandan Kumar, Deepak Mewada +1
In this report, we survey Bayesian Optimization methods focussed on the Multi-Armed Bandit Problem. We take the help of the paper "Portfolio Allocation for Bayesian Optimization".…