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Po-Wei Wang
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Satnet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
PW Wang, P Donti, B Wilder, Z Kolter
International Conference on Machine Learning, 6545-6554, 2019
2892019
Iteration Complexity of Feasible Descent Methods for Convex Optimization
PW Wang, CJ Lin
The Journal of Machine Learning Research 15, 1523-1548, 2014
1692014
A linear ensemble of individual and blended models for music rating prediction
PL Chen, CT Tsai, YN Chen, KC Chou, CL Li, CH Tsai, KW Wu, YC Chou, ...
Proceedings of KDD Cup 2011, 21-60, 2012
692012
Differentiable learning of numerical rules in knowledge graphs.
PW Wang, D Stepanova, C Domokos, JZ Kolter
ICLR, 2020
432020
On convergence rate of concave-convex procedure
IEH Yen, N Peng, PW Wang, SD Lin
proceedings of the NIPS 2012 optimization workshop, 31-35, 2012
402012
The mixing method: low-rank coordinate descent for semidefinite programming with diagonal constraints
PW Wang, WC Chang, JZ Kolter
arXiv preprint arXiv:1706.00476, 2017
382017
Realtime query completion via deep language models
PW Wang, JZ Kolter, V Mohan, IS Dhillon
222018
Low-rank semidefinite programming for the MAX2SAT problem
PW Wang, JZ Kolter
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1641-1649, 2019
212019
Novel models and ensemble techniques to discriminate favorite items from unrated ones for personalized music recommendation
TG McKenzie, CS Ferng, YN Chen, CL Li, CH Tsai, KW Wu, YH Chang, ...
Proceedings of KDD Cup 2011, 101-135, 2012
172012
Limited-memory common-directions method for distributed optimization and its application on empirical risk minimization
CP Lee, PW Wang, W Chen, CJ Lin
Proceedings of the 2017 SIAM International Conference on Data Mining, 732-740, 2017
162017
Transact: Transformer-based realtime user action model for recommendation at pinterest
X Xia, P Eksombatchai, N Pancha, DD Badani, PW Wang, N Gu, SV Joshi, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
122023
The common-directions method for regularized empirical risk minimization
PW Wang, C Lee, CJ Lin
Journal of Machine Learning Research 20 (58), 1-49, 2019
122019
Neural query auto-correction and completion
I Dhillon, V Mohan, PW Wang
US Patent 11,106,690, 2021
112021
Epigraph projections for fast general convex programming
PW Wang, M Wytock, Z Kolter
International Conference on Machine Learning, 2868-2877, 2016
112016
Convex programming with fast proximal and linear operators
M Wytock, PW Wang, JZ Kolter
arXiv preprint arXiv:1511.04815, 2015
92015
Community detection using fast low-cardinality semidefinite programming
PW Wang, JZ Kolter
Advances in neural information processing systems 33, 3374-3385, 2020
72020
The mixing method for maxcut-sdp problem
PW Wang, JZ Kolter
NIPS LHDS Workshop 4 (3), 4, 2016
62016
Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization
C Lee, PW Wang, CJ Lin
Mathematical Programming Computation 14 (3), 543-591, 2022
52022
Efficient semidefinite-programming-based inference for binary and multi-class MRFs
C Pabbaraju, PW Wang, JZ Kolter
Advances in Neural Information Processing Systems 33, 4259-4270, 2020
52020
Polynomial optimization methods for matrix factorization
PW Wang, CL Li, J Kolter
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
42017
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