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San Gultekin
San Gultekin
Yahoo! Research, Columbia University
Adresă de e-mail confirmată pe columbia.edu - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Nonlinear Kalman filtering with divergence minimization
S Gultekin, J Paisley
IEEE Transactions on Signal Processing 65 (23), 6319-6331, 2017
512017
A collaborative kalman filter for time-evolving dyadic processes
S Gultekin, J Paisley
2014 IEEE International Conference on Data Mining, 140-149, 2014
362014
Stochastic variational inference for the HDP-HMM
A Zhang, S Gultekin, J Paisley
Artificial Intelligence and Statistics, 800-808, 2016
342016
Noise enhanced hypothesis-testing according to restricted Neyman–Pearson criterion
S Bayram, S Gultekin, S Gezici
Digital Signal Processing 25, 17-27, 2014
272014
An efficient deep distribution network for bid shading in first-price auctions
T Zhou, H He, S Pan, N Karlsson, B Shetty, B Kitts, D Gligorijevic, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
262021
MBA: mini-batch AUC optimization
S Gultekin, A Saha, A Ratnaparkhi, J Paisley
IEEE transactions on neural networks and learning systems 31 (12), 5561-5574, 2020
252020
Meow: A space-efficient nonparametric bid shading algorithm
W Zhang, B Kitts, Y Han, Z Zhou, T Mao, H He, S Pan, A Flores, S Gultekin, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
152021
Bid shading by win-rate estimation and surplus maximization
S Pan, B Kitts, T Zhou, H He, B Shetty, A Flores, D Gligorijevic, J Pan, ...
arXiv preprint arXiv:2009.09259, 2020
152020
Online forecasting matrix factorization
S Gultekin, J Paisley
IEEE Transactions on Signal Processing 67 (5), 1223-1236, 2018
152018
Asymptotic Simulated Annealing for Variational Inference
S Gultekin, A Zhang, J Paisley
2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018
52018
Optimal bidding and experimentation for multi-layer auctions in online advertising
N Si, S Gultekin, J Blanchet, A Flores
Available at SSRN 4358914, 2023
42023
Noise enhanced detection in restricted Neyman-Pearson framework
S Bayram, S Gultekin, S Gezici
2012 IEEE 13th International Workshop on Signal Processing Advances in …, 2012
32012
Stochastic Annealing for Variational Inference
S Gultekin, A Zhang, J Paisley
arXiv preprint arXiv:1505.06723, 2015
22015
Bid value determination for a first-price auction
S Pan, T Zhou, B Kitts, H He, B Shetty, D Gligorijevic, PAN Junwei, T Mao, ...
US Patent 11,657,326, 2023
2023
Nonlinear Kalman Filtering with Reparametrization Gradients
S Gultekin, B Kitts, A Flores, J Paisley
arXiv preprint arXiv:2303.04450, 2023
2023
Risk Bounds for Low Cost Bipartite Ranking
S Gultekin, J Paisley
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
2020
Dynamic Machine Learning with Least Square Objectives
S Gultekin
Columbia University, 2019
2019
Bid Shading by Auction Clearing Price Prediction and Fast Surplus Maximization Search
S Pan, B Kitts, T Zhou, H He, B Shetty, A Flores, D Gligorijevic, J Pan, ...
2018
Probabilistic Canonical Tensor Decomposition for Predicting User Preference
MR Rudolph, S Gultekin, J Paisley, SF Chang
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