Publication Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering Hemant Rathore, Sanjay K. Sahay, Shivin Thukral, Mohit Sewak Broadband Communications, Networks and Systems | December 2020
Publication Cryptanalysis of LowMC instances using single plaintext/ciphertext pair Betül Durak, Subhadeep Banik, Khashayar Barooti, Serge Vaudenay FAST | December 2020 Best Paper Award
Publication Identification of Significant Permissions for Efficient Android Malware Detection Hemant Rathore, Sanjay K. Sahay, Ritvik Rajvanshi, Mohit Sewak Broadband Communications, Networks and Systems | December 2020
Publication Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Remi Tachet des Combes, Han Zhao, Yu-Xiang Wang, Geoff Gordon NeurIPS | December 2020
Publication VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data Chao Ma, Sebastian Tschiatschek, Richard E. Turner, José Miguel Hernández-Lobato, Cheng Zhang 2020 Neural Information Processing Systems | December 2020 Project
Publication Analyzing Web Search Behavior for Software Engineering Tasks Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan IEEE BigData | December 2020
Publication UnMask: Adversarial Detection and Defense Through Robust Feature Alignment Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng (Polo) Chau International Conference on Big Data | December 2020
Publication Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya Shimaa Baraka, Benjamin Akera, Bibek Aryal, Tenzing Sherpa, Finu Shresta, Anthony Ortiz, Kris Sankaran, Juan M. Lavista Ferres, Mir Matin, Yoshua Bengio NeurIPS CCAI | December 2020 Project Project Project
Publication Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy Edward Moroshko, Suriya Gunasekar, Blake Woodworth, Jason Lee, Nati Srebro, Daniel Soudry NeurIPS 2020 | December 2020
Publication Fusing Context Into Knowledge Graph for Commonsense Question Answering Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang ACL-IJCNLP 2021 | December 2020