Ioannis Ch. Paschalidis

Business, Management and Accounting · Social Sciences

40h-index6.5kcitations396works3.52yr avg
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Research Topics

Advanced Queuing Theory Analysis(34), Reinforcement Learning in Robotics(33), Energy Efficient Wireless Sensor Networks(32), Machine Learning in Healthcare(26), Smart Grid Energy Management(24)

Publications396 total

Robust Model Selection for Discovery of Latent Mechanistic Processes
ArXiv.org·2026Open Access
Robust Model Selection for Discovery of Latent Mechanistic Processes
arXiv (Cornell University)·2026Open Access
Scaling In-Context Online Learning Capability of LLMs via Cross-Episode Meta-RL
ArXiv.org·2026Open Access
Scaling In-Context Online Learning Capability of LLMs via Cross-Episode Meta-RL
arXiv (Cornell University)·2026Open Access
A GPT‐4o‐Powered Framework for Identifying Cognitive Impairment Stages in Electronic Health Records
Alzheimer s & Dementia·2025Open Access
CDR-aware masked language models for paired antibodies enable state-of-the-art binding prediction
2025· 1 citedOpen Access
CCFC: Core & Core-Full-Core Dual-Track Defense for LLM Jailbreak Protection
arXiv (Cornell University)·2025Open Access
Network-Based Epidemic Control Through Optimal Travel and Quarantine Management
IEEE Transactions on Control of Network Systems·2025Open Access
Developing an accessible dementia assessment tool: Leveraging a residual network, the trail making test, and demographic data
Journal of Alzheimer s Disease·2025Open Access
A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records
npj Digital Medicine·2025· 7 citedOpen Access
DRO-Augment Framework: Robustness by Synergizing Wasserstein Distributionally Robust Optimization and Data Augmentation
arXiv (Cornell University)·2025Open Access
Distributionally Robust Learning in Survival Analysis
arXiv (Cornell University)·2025Open Access
Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning
2025
Geometric Re-Analysis of Classical MDP Solving Algorithms
arXiv (Cornell University)·2025Open Access
Distributed Economic Dispatch in Power Networks Incorporating Data Center Flexibility
IEEE Transactions on Sustainable Computing·2025· 1 citedOpen Access
Analysis of Value Iteration Through Absolute Probability Sequences
arXiv (Cornell University)·2025Open Access
Accounting for racial bias and social determinants of health in a model of hypertension control
BMC Medical Informatics and Decision Making·2025· 2 citedOpen Access
Environment scan of generative AI infrastructure for clinical and translational science
npj Health Systems·2025· 7 citedOpen Access
Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems*
2024· 5 cited
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations
2024· 3 cited
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Frequent Co-authors

Dimitris Bertsimas(7), Christos G. Cassandras(7), Theodora S. Brisimi(4), Alex Olshevsky(4), Pirooz Vakili(4), Sándor Vajda(4), John N. Tsitsiklis(4), Taiyao Wang(4), Rhoda Au(4), Vijaya B. Kolachalama(4), Boran Hao(4), Ruidi Chen(3), Dima Kozakov(3), Dmitri Beglov(3), Keyong Li(3), Cody Karjadi(3), Salomón Wollenstein-Betech(3), Theofanie Mela(2), David R. Hall(2), Yang Shen(2)