Asterios Tsiourvas

12 papers A* 3A 1B 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal LLM Routing: End-to-End Regret Minimization from Observational Data.
CoRR
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2024 A* conf
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series.
ICML
Asterios Tsiourvas, Wei Sun, Georgia Perakis, Pin-Yu Chen, Yada Zhu
2024 A conf
Manifold-Aligned Counterfactual Explanations for Neural Networks.
AISTATS
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2024 A* conf
Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks.
ICML
Asterios Tsiourvas, Georgia Perakis
2023 J jnl
COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation.
Manuf. Serv. Oper. Manag.
Amine Bennouna, Joshua Joseph, David Nze-Ndong, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Yannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas
2023 J jnl
Discrete gradient flow approximations of high dimensional evolution partial differential equations via deep neural networks.
Commun. Nonlinear Sci. Numer. Simul.
Emmanuil H. Georgoulis, Michail Loulakis, Asterios Tsiourvas
2023 A* conf
Learning Prescriptive ReLU Networks.
ICML
Wei Sun, Asterios Tsiourvas
2023 J jnl
Learning Prescriptive ReLU Networks.
CoRR
Wei Sun, Asterios Tsiourvas
2022 J jnl
Discrete Gradient Flow Approximations of High Dimensional Evolution Partial Differential Equations via Deep Neural Networks.
CoRR
Emmanuil H. Georgoulis, Michail Loulakis, Asterios Tsiourvas
2022 J jnl
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling.
CoRR
Georgia Perakis, Asterios Tsiourvas
2021 B conf
A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets.
CLOUD
Asterios Tsiourvas, Constantinos Bitsakos, Ioannis Konstantinou, Dimitris Fotakis, Nectarios Koziris
2019 — conf
BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization.
IEEE BigData
Evdokia Kassela, Nikodimos Provatas, Asterios Tsiourvas, Ioannis Konstantinou, Nectarios Koziris