Ioannou, Yani

15 publications

ICML 2025 Sparse Training from Random Initialization: Aligning Lottery Ticket Masks Using Weight Symmetry Mohammed Adnan, Rohan Jain, Ekansh Sharma, Rahul Krishnan, Yani Ioannou

TMLR 2025 Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine A Lebel, John T. Lysack, Leslie Salgado, Emma A.M. Stanley, Roberto Souza, Ronnie de Souza Santos, Lana Wells, Tyler Williamson, Matthias Wilms, Mark Ungrin, Marina Gavrilova, Mariana Bento

TMLR 2025 What’s Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias Aida Mohammadshahi, Yani Ioannou

ICLR 2024 Dynamic Sparse Training with Structured Sparsity Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani Ioannou

NeurIPS 2024 Navigating Extremes: Dynamic Sparsity in Large Output Spaces Nasib Ullah, Erik Schultheis, Mike Lasby, Yani Ioannou, Rohit Babbar

TMLR 2024 SelfXit: An Unsupervised Early Exit Mechanism for Deep Neural Networks Hossein KhademSohi, Mohammadamin Abedi, Yani Ioannou, Steve Drew, Pooyan Jamshidi, Hadi Hemmati

NeurIPSW 2024 Winning Tickets from Random Initialization: Aligning Masks for Sparse Training Rohan Jain, Mohammed Adnan, Ekansh Sharma, Yani Ioannou

TMLR 2023 Bounding Generalization Error with Input Compression: An Empirical Study with Infinite-Width Networks Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani Ioannou, Graham W. Taylor

AAAI 2022 Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win Utku Evci, Yani Ioannou, Cem Keskin, Yann N. Dauphin

ICMLW 2022 Monitoring Shortcut Learning Using Mutual Information Mohammed Adnan, Yani Ioannou, Kenyon Tsai, Angus Galloway, Hamid Tizhoosh, Graham W. Taylor

CVPR 2017 Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi

NeurIPS 2016 Measuring Neural Net Robustness with Constraints Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi

CVPR 2016 Refining Architectures of Deep Convolutional Neural Networks Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla

ICLR 2016 Training CNNs with Low-Rank Filters for Efficient Image Classification Yani Ioannou, Duncan P. Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi

ICCVW 2009 Local PotentialWell Space Embedding Yani Ioannou, Limin Shang, Robin Harrap, Michael A. Greenspan