Seungyeon Kim
Seungyeon Kim
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Local low-rank matrix approximation
J Lee, S Kim, G Lebanon, Y Singer
International conference on machine learning, 82-90, 2013
1712013
Local collaborative ranking
J Lee, S Bengio, S Kim, G Lebanon, Y Singer
Proceedings of the 23rd international conference on World wide web, 85-96, 2014
1392014
LLORMA: Local low-rank matrix approximation
J Lee, S Kim, G Lebanon, Y Singer, S Bengio
792016
ConceptVector: text visual analytics via interactive lexicon building using word embedding
D Park, S Kim, J Lee, J Choo, N Diakopoulos, N Elmqvist
IEEE transactions on visualization and computer graphics 24 (1), 361-370, 2017
472017
Why are Adaptive Methods Good for Attention Models?
J Zhang, SP Karimireddy, A Veit, S Kim, SJ Reddi, S Kumar, S Sra
arXiv preprint arXiv:1912.03194, 2019
39*2019
Beyond Sentiment: The Manifold of Human Emotions
S Kim, F Li, G Lebanon, I Essa
Proceedings of the 16 International Conference on Artificial Intelligence …, 2013
362013
Automatic feature induction for stagewise collaborative filtering
J Lee, M Sun, S Kim, G Lebanon
Advances in Neural Information Processing Systems 25, 314-322, 2012
162012
Estimating Temporal Dynamics of Human Emotions
S Kim, J Lee, G Lebanon, H Park
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2015
52015
Why distillation helps: a statistical perspective
A Krishna Menon, A Singh Rawat, SJ Reddi, S Kim, S Kumar
arXiv e-prints, arXiv: 2005.10419, 2020
4*2020
Local Context Sparse Coding
S Kim, J Lee, G Lebanon, H Park
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2015
42015
Matrix approximation under local low-rank assumption
J Lee, S Kim, G Lebanon, Y Singer
arXiv preprint arXiv:1301.3192, 2013
42013
Evaluations and Methods for Explanation through Robustness Analysis
CY Hsieh, CK Yeh, X Liu, P Ravikumar, S Kim, S Kumar, CJ Hsieh
arXiv preprint arXiv:2006.00442, 2020
32020
Novel document representations based on labels and sequential information
S Kim
Georgia Institute of Technology, 2015
32015
Local Space-Time Smoothing for Version Controlled Documents
S Kim, G Lebanon
Proceedings of the 23rd International Conference on Computational …, 2010
32010
Semantic label smoothing for sequence to sequence problems
M Lukasik, H Jain, AK Menon, S Kim, S Bhojanapalli, F Yu, S Kumar
arXiv preprint arXiv:2010.07447, 2020
22020
Fast spammer detection using structural rank
S Kim, H Park, G Lebanon
arXiv preprint arXiv:1407.7072, 2014
22014
Cumulative Revision Map
S Kim, JV Dillon, G Lebanon
arXiv preprint arXiv:1205.3205, 2012
12012
RankDistil: Knowledge Distillation for Ranking
S Reddi, RK Pasumarthi, A Menon, AS Rawat, F Yu, S Kim, A Veit, ...
International Conference on Artificial Intelligence and Statistics, 2368-2376, 2021
2021
On the Reproducibility of Neural Network Predictions
S Bhojanapalli, K Wilber, A Veit, AS Rawat, S Kim, A Menon, S Kumar
arXiv preprint arXiv:2102.03349, 2021
2021
Your First Machine Learning Book (처음 배우는 머신러닝)
S Kim, Y Chung
Hanbit Publishing Network (2017), 2017
2017
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