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Po-Wei Wang
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2020 – today
- 2023
- [c13]Xue Xia
, Pong Eksombatchai
, Nikil Pancha
, Dhruvil Deven Badani
, Po-Wei Wang
, Neng Gu
, Saurabh Vishwas Joshi
, Nazanin Farahpour
, Zhiyuan Zhang
, Andrew Zhai
:
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. KDD 2023: 5249-5259 - [i6]Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai:
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. CoRR abs/2306.00248 (2023) - 2022
- [b1]Po-Wei Wang:
Learning and Reasoning with Fast Semidefinite Programming and Mixing Methods. Carnegie Mellon University, USA, 2022 - [j3]Ching-Pei Lee
, Po-Wei Wang, Chih-Jen Lin:
Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization. Math. Program. Comput. 14(3): 543-591 (2022) - 2020
- [c12]Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter:
Differentiable learning of numerical rules in knowledge graphs. ICLR 2020 - [c11]Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter:
Efficient semidefinite-programming-based inference for binary and multi-class MRFs. NeurIPS 2020 - [c10]Po-Wei Wang, J. Zico Kolter:
Community detection using fast low-cardinality semidefinite programming . NeurIPS 2020 - [i5]Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter:
Efficient semidefinite-programming-based inference for binary and multi-class MRFs. CoRR abs/2012.02661 (2020) - [i4]Po-Wei Wang, J. Zico Kolter:
Community detection using fast low-cardinality semidefinite programming. CoRR abs/2012.02676 (2020)
2010 – 2019
- 2019
- [j2]Po-Wei Wang, Ching-Pei Lee, Chih-Jen Lin:
The Common-directions Method for Regularized Empirical Risk Minimization. J. Mach. Learn. Res. 20: 58:1-58:49 (2019) - [c9]Po-Wei Wang, J. Zico Kolter:
Low-Rank Semidefinite Programming for the MAX2SAT Problem. AAAI 2019: 1641-1649 - [c8]Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter:
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. ICML 2019: 6545-6554 - [i3]Po-Wei Wang, Priya L. Donti, Bryan Wilder, J. Zico Kolter:
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. CoRR abs/1905.12149 (2019) - 2018
- [c7]Po-Wei Wang, Huan Zhang, Vijai Mohan, Inderjit S. Dhillon, J. Zico Kolter:
Realtime Query Completion via Deep Language Models. eCOM@SIGIR 2018 - [i2]Po-Wei Wang, J. Zico Kolter:
Low-rank semidefinite programming for the MAX2SAT problem. CoRR abs/1812.06362 (2018) - 2017
- [c6]Po-Wei Wang, Chun-Liang Li, J. Zico Kolter:
Polynomial Optimization Methods for Matrix Factorization. AAAI 2017: 2710-2717 - [c5]Ching-Pei Lee, Po-Wei Wang, Weizhu Chen, Chih-Jen Lin:
Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization. SDM 2017: 732-740 - [i1]Po-Wei Wang, Wei-Cheng Chang, J. Zico Kolter:
The Mixing method: coordinate descent for low-rank semidefinite programming. CoRR abs/1706.00476 (2017) - 2016
- [c4]Po-Wei Wang, Matt Wytock, J. Zico Kolter:
Epigraph projections for fast general convex programming. ICML 2016: 2868-2877 - 2014
- [j1]Po-Wei Wang, Chih-Jen Lin:
Iteration complexity of feasible descent methods for convex optimization. J. Mach. Learn. Res. 15(1): 1523-1548 (2014) - [p1]Po-Wei Wang, Chih-Jen Lin:
Support Vector Machines. Data Classification: Algorithms and Applications 2014: 187-204 - 2012
- [c3]Po-Lung Chen, Chen-Tse Tsai, Yao-Nan Chen, Ku-Chun Chou, Chun-Liang Li, Cheng-Hao Tsai, Kuan-Wei Wu, Yu-Cheng Chou, Chung-Yi Li, Wei-Shih Lin, Shu-Hao Yu, Rong-Bing Chiu, Chieh-Yen Lin, Chien-Chih Wang, Po-Wei Wang, Wei-Lun Su, Chen-Hung Wu, Tsung-Ting Kuo, Todd G. McKenzie, Ya-Hsuan Chang, Chun-Sung Ferng, Chia-Mau Ni, Hsuan-Tien Lin, Chih-Jen Lin, Shou-De Lin:
A Linear Ensemble of Individual and Blended Models for Music Rating Prediction. KDD Cup 2012: 21-60 - [c2]Todd G. McKenzie, Chun-Sung Ferng, Yao-Nan Chen, Chun-Liang Li, Cheng-Hao Tsai, Kuan-Wei Wu, Ya-Hsuan Chang, Chung-Yi Li, Wei-Shih Lin, Shu-Hao Yu, Chieh-Yen Lin, Po-Wei Wang, Chia-Mau Ni, Wei-Lun Su, Tsung-Ting Kuo, Chen-Tse Tsai, Po-Lung Chen, Rong-Bing Chiu, Ku-Chun Chou, Yu-Cheng Chou, Chien-Chih Wang, Chen-Hung Wu, Hsuan-Tien Lin, Chih-Jen Lin, Shou-De Lin:
Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation. KDD Cup 2012: 101-135
2000 – 2009
- 2009
- [c1]Eyosias Yoseph Imana, Po-Wei Wang:
On the Performance of Power Fingerprinting Mobile Positioning Systems: Simulation Study. ICWN 2009: 615-620
Coauthor Index
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