Ioannidis, Stratis

27 publications

TMLR 2025 Dependency-Aware Maximum Likelihood Estimation for Active Learning Beyza Kalkanli, Tales Imbiriba, Stratis Ioannidis, Deniz Erdogmus, Jennifer Dy

NeurIPS 2025 H-SPLID: HSIC-Based Saliency Preserving Latent Information Decomposition Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii, Theodoros Thirimachos Davarakis, Prudence Lam, Claudia Plant, Jennifer Dy, Stratis Ioannidis

AAAI 2025 Learning Set Functions with Implicit Differentiation Gözde Özcan, Chengzhi Shi, Stratis Ioannidis

AISTATS 2025 Neural Point Processes for Pixel-Wise Regression Chengzhi Shi, Gözde Özcan, Miquel Sirera Perelló, Yuanyuan Li, Nina Iftikhar Shamsi, Stratis Ioannidis

NeurIPS 2025 Online Two-Stage Submodular Maximization Iasonas Nikolaou, Miltiadis Stouras, Stratis Ioannidis, Evimaria Terzi

NeurIPS 2024 Efficient Federated Learning Against Heterogeneous and Non-Stationary Client Unavailability Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su

NeurIPS 2024 Exploring Token Pruning in Vision State Space Models Zheng Zhan, Zhenglun Kong, Yifan Gong, Yushu Wu, Zichong Meng, Hangyu Zheng, Xuan Shen, Stratis Ioannidis, Wei Niu, Pu Zhao, Yanzhi Wang

ICMLW 2024 Learning Set Functions with Implicit Differentiation Gözde Özcan, Chengzhi Shi, Stratis Ioannidis

AAAI 2024 Online Submodular Maximization via Online Convex Optimization Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis

ICML 2023 DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy

NeurIPS 2023 SmoothHess: ReLU Network Feature Interactions via Stein's Lemma Max Torop, Aria Masoomi, Davin Hill, Kivanc Kose, Stratis Ioannidis, Jennifer Dy

AISTATS 2022 Differentially Private Regression with Unbounded Covariates Jason Milionis, Alkis Kalavasis, Dimitris Fotakis, Stratis Ioannidis

ICLR 2022 Explanations of Black-Box Models Based on Directional Feature Interactions Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer Dy

NeurIPS 2022 SparCL: Sparse Continual Learning on the Edge Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy

AISTATS 2021 Deep Spectral Ranking Ilkay Yildiz, Jennifer Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

NeurIPS 2021 Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer Dy

ECML-PKDD 2021 Robust Regression via Model Based Methods Armin Moharrer, Khashayar Kamran, Edmund Yeh, Stratis Ioannidis

AISTATS 2020 Fast and Accurate Ranking Regression Ilkay Yildiz, Jennifer Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

ACML 2019 Variational Inference from Ranked Samples with Features Yuan Guo, Jennifer Dy, Deniz Erdoğmuş, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

IJCAI 2018 Distributing Frank-Wolfe via mAP-Reduce Armin Moharrer, Stratis Ioannidis

IJCAI 2018 Experimental Design Under the Bradley-Terry Model Yuan Guo, Peng Tian, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy, Stratis Ioannidis

AISTATS 2018 Iterative Spectral Method for Alternative Clustering Chieh Wu, Stratis Ioannidis, Mario Sznaier, Xiangyu Li, David R. Kaeli, Jennifer G. Dy

COLT 2015 Truthful Linear Regression Rachel Cummings, Stratis Ioannidis, Katrina Ligett

ICML 2014 Learning Mixtures of Linear Classifiers Yuekai Sun, Stratis Ioannidis, Andrea Montanari

ECML-PKDD 2013 A Time and Space Efficient Algorithm for Contextual Linear Bandits José Bento, Stratis Ioannidis, S. Muthukrishnan, Jinyun Yan

ICML 2012 Comparison-Based Learning with Rank Nets Amin Karbasi, Stratis Ioannidis, Laurent Massoulié

UAI 2012 Guess Who Rated This Movie: Identifying Users Through Subspace Clustering Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari