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Spotlight
Tue 20:30 Individually Fair Gradient Boosting
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
Poster
Thu 1:00 Certify or Predict: Boosting Certified Robustness with Compositional Architectures
Mark Niklas Müller · Mislav Balunovic · Martin Vechev
Poster
Mon 1:00 Interpreting and Boosting Dropout from a Game-Theoretic View
Hao Zhang · Sen Li · YinChao Ma · Mingjie Li · Yichen Xie · Quanshi Zhang
Poster
Thu 9:00 Private Post-GAN Boosting
Marcel Neunhoeffer · Steven Wu · Cynthia Dwork
Poster
Wed 9:00 Boost then Convolve: Gradient Boosting Meets Graph Neural Networks
Sergei Ivanov · Liudmila Prokhorenkova
Poster
Thu 9:00 Uncertainty in Gradient Boosting via Ensembles
Andrey Malinin · Liudmila Prokhorenkova · Aleksei Ustimenko
Poster
Tue 17:00 Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
Zhen Qin · Le Yan · Honglei Zhuang · Yi Tay · Rama Kumar Pasumarthi · Xuanhui Wang · Michael Bendersky · Marc Najork
Poster
Mon 1:00 A Unified Approach to Interpreting and Boosting Adversarial Transferability
Xin Wang · Jie Ren · Shuyun Lin · Xiangming Zhu · Yisen Wang · Quanshi Zhang
Poster
Wed 17:00 Individually Fair Gradient Boosting
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
Workshop
Fri 11:44 Boosting Classification Accuracy of Fertile Sperm Cell Images leveraging cDCGAN
Dipam Paul
Spotlight
Tue 20:40 Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
Zhen Qin · Le Yan · Honglei Zhuang · Yi Tay · Rama Kumar Pasumarthi · Xuanhui Wang · Michael Bendersky · Marc Najork
Workshop
Boosting black-box adversarial attack via exploiting loss smoothness
Hoang Tran