43 citations
- Indian Institute of Science BangaloreIN5 papers
- Bangalore UniversityIN3 papers
- Poornaprajna Institute of Scientific ResearchIN3 papers
- Raman Research InstituteIN3 papers
- Indian Institute of AstrophysicsIN2 papers
- Indian Institute of Technology IndoreIN2 papers
- Indian Institute of Technology KharagpurIN2 papers
- Indian Institute of Technology MadrasIN2 papers
- Indian Statistical InstituteIN2 papers
- Jain UniversityIN2 papers
- Lehigh UniversityUS2 papers
- Mandya Institute of Medical SciencesIN2 papers
78 papers
Pharmacokinetic State Space Models for Unbiased Prediction of Haemodynamic Collapse
Rithin Nagaraj, Sudiksha Chindula, Bhaskarjyoti Das
An Intraoperative Hypotension (IOH) event is a frequent complication during administration of general anaesthesia with serious downstream consequences, yet clinical management rema…
How Many Shots Does It Take? A Noise-Aware Quantum Resource Allocation Framework
Prateek P. Kulkarni, Sumit K. Mandal
Any algorithm execution on quantum computers requires several repeated and costly executions (known as shots) to obtain reliable results. In this work, we propose a closed-form acc…
Zero Indirect Band Gap in Non-Hermitian Systems
S Rahul, Giandomenico Palumbo
Zero indirect gaps in band models are typically viewed as unstable and achievable only through fine-tuning. Recent works, however, have revealed robust semimetallic phases in Hermi…
REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs
Sourav Mishra, Shreya Hallikeri, Suresh Sundaram
Physics-Informed Neural Networks (PINNs) offer a promising approach to simulating physical systems. Still, their application is limited by optimization challenges, mainly due to th…
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity
Sujay R, Suki Perumal, Yash Nagraj +2
Question difficulty estimation remains a multifaceted challenge in educational and assessment settings. Traditional approaches often focus on surface-level linguistic features or l…
Meta-Learning in Audio and Speech Processing: An End to End Comprehensive Review
Athul Raimon, Shubha Masti, Shyam K Sateesh +2
This survey overviews various meta-learning approaches used in audio and speech processing scenarios. Meta-learning is used where model performance needs to be maximized with minim…