Fern, Xiaoli Z.

16 publications

ECML-PKDD 2025 Mitigating Data Scarcity in Polymer Property Prediction via Multi-Task Auxiliary Learning Gabriel A. Pinheiro, Marcos G. Quiles, Juarez L. F. Da Silva, Xiaoli Z. Fern

WACV 2023 Improving the Robustness of Point Convolution on K-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Li Fuxin

AAAI 2020 ScaleNet - Improve CNNs Through Recursively Rescaling Objects Xingyi Li, Zhongang Qi, Xiaoli Z. Fern, Fuxin Li

ICLR 2017 Filter Shaping for Convolutional Neural Networks Xingyi Li, Fuxin Li, Xiaoli Z. Fern, Raviv Raich

JAIR 2016 Budgeted Optimization with Constrained Experiments Javad Azimi, Xiaoli Z. Fern, Alan Fern

AAAI 2016 Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity Forrest Briggs, Xiaoli Z. Fern, Raviv Raich, Matthew Betts

ECML-PKDD 2015 Bayesian Active Clustering with Pairwise Constraints Yuanli Pei, Li-Ping Liu, Xiaoli Z. Fern

AAAI 2015 Learning Greedy Policies for the Easy-First Framework Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli

AAAI 2014 Learning Scripts as Hidden Markov Models John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Z. Fern, Thomas G. Dietterich

ECML-PKDD 2013 A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization Ali Jalali, Javad Azimi, Xiaoli Z. Fern, Ruofei Zhang

NeurIPS 2011 Budgeted Optimization with Concurrent Stochastic-Duration Experiments Javad Azimi, Alan Fern, Xiaoli Z. Fern

NeurIPS 2011 Inverting Grice's Maxims to Learn Rules from Natural Language Extractions Mohammad S. Sorower, Janardhan R. Doppa, Walker Orr, Prasad Tadepalli, Thomas G. Dietterich, Xiaoli Z. Fern

NeurIPS 2010 Batch Bayesian Optimization via Simulation Matching Javad Azimi, Alan Fern, Xiaoli Z. Fern

AAAI 2010 Myopic Policies for Budgeted Optimization with Constrained Experiments Javad Azimi, Xiaoli Z. Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller

IJCAI 2009 Adaptive Cluster Ensemble Selection Javad Azimi, Xiaoli Z. Fern

ICML 2009 Learning Non-Redundant Codebooks for Classifying Complex Objects Wei Zhang, Akshat Surve, Xiaoli Z. Fern, Thomas G. Dietterich