Nitish Satya Murthy

Nitish Satya Murthy
Nitish Satya Murthy
Phd student
nitish.satyamurthy@esat.kuleuven.be
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Publications

Block-Quantized and Data-Efficient Deep Learning at the Edge: Optimizing Deployments with General-Purpose and Domain-Specific Vector Instruction Sets Nitish Satya Murthy · Dissertation · Mar 14. 2025
Quantized Dynamics Models for Hardware-Efficient Control and Planning in Model-Based RL Nitish Satya Murthy, Francky Catthoor, Marian Verhelst, and Peter Vrancx · Conference Proceeding · Jan 1. 2025 Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2025; pp. 196 - 209
Adaptive Block-Scaled GeMMs on Vector Processors for DNN Training at the Edge Nitish Satya Murthy, Nathan Laubeuf, Debjyoti Bhattacharjee, Francky Catthoor, and Marian Verhelst · Conference Proceeding · Dec 3. 2024 2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC); 2024; pp. 1 - 6