The many-to-many map** between the concordance correlation coefficient and the mean square error

V Pandit, B Schuller - ar** between two of the most pervasive utility functions, the mean square
error ($ MSE $) and the concordance correlation coefficient (CCC, $\rho_c $). Despite its …

I see it in your eyes: Training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time

V Pandit, M Schmitt, N Cummins, B Schuller - Information Processing & …, 2020 - Elsevier
A robust value-and time-continuous emotion recognition has enormous potential benefits
within healthcare. For example, within mental health, a real-time patient monitoring system …

Novel RL-based Single-Agent and Multi-Agent Architectures and Training Adaptations for Near-Real-time Self-Optimization of Electrical Tilts

V Pandit, K Beyer, S Funck, C Brock, J Kuehne… - Authorea …, 2024 - techrxiv.org
Remote electrical tilt (RET) optimization is a critical aspect of wireless communication
networks to achieve efficient coverage and capacity. This paper presents a comprehensive …

Time-and value-continuous explainable affect estimation in-the-wild

V Pandit - 2022 - opus.bibliothek.uni-augsburg.de
Today, the relevance of Affective Computing, ie, of making computers recognise and
simulate human emotions, cannot be overstated. All technology giants (from manufacturers …