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Journal Articles
- 2022
[j10]Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley:
Underspecification Presents Challenges for Credibility in Modern Machine Learning. J. Mach. Learn. Res. 23: 226:1-226:61 (2022)- 2016
- [j9]Michael Wainberg, Babak Alipanahi, Brendan J. Frey:
Are Random Forests Truly the Best Classifiers? J. Mach. Learn. Res. 17: 110:1-110:5 (2016) - [j8]Michael K. K. Leung, Andrew Delong, Babak Alipanahi
, Brendan J. Frey:
Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets. Proc. IEEE 104(1): 176-197 (2016) - 2013
- [j7]Xuefeng Cui, Shuai Cheng Li, Dongbo Bu, Babak Alipanahi, Ming Li:
Protein Structure Idealization: How accurately is it possible to model protein structures with dihedral angles? Algorithms Mol. Biol. 8: 5 (2013) - [j6]Babak Alipanahi, Nathan Krislock, Ali Ghodsi, Henry Wolkowicz, Logan Donaldson, Ming Li:
Determining Protein Structures from NOESY Distance Constraints by Semidefinite Programming. J. Comput. Biol. 20(4): 296-310 (2013) - 2011
- [j5]Babak Alipanahi, Xin Gao, Emre Karakoç, Shuai Cheng Li, Frank J. Balbach, Guangyu Feng, Logan Donaldson, Ming Li:
Error Tolerant NMR Backbone Resonance Assignment and Automated Structure Generation. J. Bioinform. Comput. Biol. 9(1): 15-41 (2011) - [j4]Babak Alipanahi, Ali Ghodsi:
Guided Locally Linear Embedding. Pattern Recognit. Lett. 32(7): 1029-1035 (2011) - 2010
- [j3]Yuzhong Zhao, Babak Alipanahi, Shuai Cheng Li, Ming Li:
Protein Secondary Structure Prediction Using NMR Chemical Shift Data. J. Bioinform. Comput. Biol. 8(5): 867-884 (2010) - 2009
- [j2]Babak Alipanahi, Xin Gao, Emre Karakoç, Logan Donaldson, Ming Li:
PICKY: a novel SVD-based NMR spectra peak picking method. Bioinform. 25(12) (2009) - 2008
- [j1]Amir R. Alizad, Babak Alipanahi, Mohsen Shiva, Seyed Hamidreza Jamali, Said Nader-Esfahani:
Channel estimation for time-hopping pulse position modulation ultra-wideband communication systems. IET Commun. 2(8): 1051-1060 (2008)
Conference and Workshop Papers
- 2012
- [c4]Babak Alipanahi, Nathan Krislock, Ali Ghodsi, Henry Wolkowicz, Logan Donaldson, Ming Li:
Protein Structure by Semidefinite Facial Reduction. RECOMB 2012: 1-11 - [c3]Xuefeng Cui, Shuai Cheng Li, Dongbo Bu, Babak Alipanahi Ramandi, Ming Li:
How Accurately Can We Model Protein Structures with Dihedral Angles? WABI 2012: 274-287 - 2008
- [c2]Babak Alipanahi, Michael Biggs, Ali Ghodsi:
Distance Metric Learning Versus Fisher Discriminant Analysis. AAAI 2008: 598-603 - 2006
- [c1]Amir R. Alizad, Babak Alipanahi, Akbar Ghasemi, Mohsen Shiva, Seyed Hamidreza Jamali, Said Nader-Esfahani:
A Blind Channel Estimation Technique for TH-PPM UWB Systems. ICC 2006: 4717-4722
Informal and Other Publications
- 2020
- [i1]Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley:
Underspecification Presents Challenges for Credibility in Modern Machine Learning. CoRR abs/2011.03395 (2020)
Coauthor Index
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