Machine Learning on Omanshu Thapliyalhttps://omanshuthapliyal.github.io/keywords/machine-learning/Recent content in Machine Learning on Omanshu ThapliyalHugoenWed, 12 Aug 2026 00:00:00 +0000Bounded Reachability & Jailbreak Detection via Contraction-Constrained State Space Modelshttps://omanshuthapliyal.github.io/papers/bounded-reachability-jailbreak-detection-via-contraction-constrained-state-space-models/Wed, 12 Aug 2026 00:00:00 +0000https://omanshuthapliyal.github.io/papers/bounded-reachability-jailbreak-detection-via-contraction-constrained-state-space-models/SSM Adapters via Hankel Reduced-order Modeling: Injection Site Determines Task Suitability in Long-Context Fine-Tuninghttps://omanshuthapliyal.github.io/papers/ssm-adapters-via-hankel-reduced-order-modeling-injection-site-determines-task-suitability-in-long-context-fine-tuning/Fri, 10 Jul 2026 00:00:00 +0000https://omanshuthapliyal.github.io/papers/ssm-adapters-via-hankel-reduced-order-modeling-injection-site-determines-task-suitability-in-long-context-fine-tuning/A Multi-Head Attention Approach for SLA Compliance Monitoring in Data Centershttps://omanshuthapliyal.github.io/papers/a-multi-head-attention-approach-for-sla-compliance-monitoring-in-data-centers/Wed, 06 May 2026 00:00:00 +0000https://omanshuthapliyal.github.io/papers/a-multi-head-attention-approach-for-sla-compliance-monitoring-in-data-centers/Safe Navigation using Neural Radiance Fields via Reachable Setshttps://omanshuthapliyal.github.io/papers/safe-navigation-using-neural-radiance-fields-via-reachable-sets/Fri, 20 Mar 2026 00:00:00 +0000https://omanshuthapliyal.github.io/papers/safe-navigation-using-neural-radiance-fields-via-reachable-sets/Embedding Safety Requirements into Learning-Based Controllers for Urban Air Mobility Applicationshttps://omanshuthapliyal.github.io/papers/embedding-safety-requirements-into-learning-based-controllers-for-urban-air-mobility-applications/Thu, 04 Jan 2024 00:00:00 +0000https://omanshuthapliyal.github.io/papers/embedding-safety-requirements-into-learning-based-controllers-for-urban-air-mobility-applications/Colocation Datacenter Customer Power Usage Forecasting Using Synthetic Data and Integration of Macroeconomic Indicatorshttps://omanshuthapliyal.github.io/papers/colocation-datacenter-customer-power-usage-forecasting-using-synthetic-data-and-integration-of-macroeconomic-indicators/Fri, 15 Dec 2023 00:00:00 +0000https://omanshuthapliyal.github.io/papers/colocation-datacenter-customer-power-usage-forecasting-using-synthetic-data-and-integration-of-macroeconomic-indicators/Approximating Reachable Sets for Neural Network-Based Models in Real Time via Optimal Controlhttps://omanshuthapliyal.github.io/papers/approximating-reachable-sets-for-neural-network-based-models-in-real-time-via-optimal-control/Sat, 01 Jul 2023 00:00:00 +0000https://omanshuthapliyal.github.io/papers/approximating-reachable-sets-for-neural-network-based-models-in-real-time-via-optimal-control/Data-driven Cyberattack Synthesis against Network Control Systemshttps://omanshuthapliyal.github.io/papers/data-driven-cyberattack-synthesis-against-network-control-systems/Sun, 01 Jan 2023 00:00:00 +0000https://omanshuthapliyal.github.io/papers/data-driven-cyberattack-synthesis-against-network-control-systems/Provably Stabilizing Model-Free Q-Learning for Unknown Bilinear Systemshttps://omanshuthapliyal.github.io/papers/provably-stabilizing-model-free-q-learning-for-unknown-bilinear-systems/Mon, 29 Aug 2022 00:00:00 +0000https://omanshuthapliyal.github.io/papers/provably-stabilizing-model-free-q-learning-for-unknown-bilinear-systems/Learning Based Cyberattack Design and Defense for Supervisory Control Systemshttps://omanshuthapliyal.github.io/papers/learning-based-cyberattack-design-and-defense-for-supervisory-control-systems/Fri, 25 Jun 2021 00:00:00 +0000https://omanshuthapliyal.github.io/papers/learning-based-cyberattack-design-and-defense-for-supervisory-control-systems/