Spanos, Costas J.

11 publications

AAAI 2024 Active Reinforcement Learning for Robust Building Control Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos

AAAI 2022 Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos

AAAI 2019 Consensus Adversarial Domain Adaptation Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos

AISTATS 2019 Towards Efficient Data Valuation Based on the Shapley Value Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos

CVPRW 2019 WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos

AAAI 2018 Non-Parametric Outliers Detection in Multiple Time Series a Case Study: Power Grid Data Analysis Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos

AAAI 2018 WiFi-Based Human Identification via Convex Tensor Shapelet Learning Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos

UAI 2017 Inverse Reinforcement Learning via Deep Gaussian Process Ming Jin, Andreas C. Damianou, Pieter Abbeel, Costas J. Spanos

AAAI 2017 Parametric Dual Maximization for Non-Convex Learning Problems Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos

NeurIPS 2016 Causal Meets Submodular: Subset Selection with Directed Information Yuxun Zhou, Costas J Spanos

AAAI 2016 Veto-Consensus Multiple Kernel Learning Yuxun Zhou, Ninghang Hu, Costas J. Spanos