San Gultekin

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Matrix Factorization

Variational Inference

Top Venues

IEEE Trans. Signal Process.

Publications

San Gultekin, Brendan Kitts, Aaron Flores, John W. Paisley
Nonlinear Kalman Filtering with Reparametrization Gradients. CoRR (2023)
Tian Zhou, Hao He, Shengjun Pan, Niklas Karlsson, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, San Gultekin, Tingyu Mao, Junwei Pan, Jianlong Zhang, Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions. KDD (2021)
Wei Zhang, Brendan Kitts, Yanjun Han, Zhengyuan Zhou, Tingyu Mao, Hao He, Shengjun Pan, Aaron Flores, San Gultekin, Tsachy Weissman
MEOW: A Space-Efficient Nonparametric Bid Shading Algorithm. KDD (2021)
Tian Zhou, Hao He, Shengjun Pan, Niklas Karlsson, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, San Gultekin, Tingyu Mao, Junwei Pan, Jianlong Zhang, Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions. CoRR (2021)
San Gultekin, Avishek Saha, Adwait Ratnaparkhi, John W. Paisley
MBA: Mini-Batch AUC Optimization. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
San Gultekin, John W. Paisley
Risk Bounds for Low Cost Bipartite Ranking. UAI (2020)
Shengjun Pan, Brendan Kitts, Tian Zhou, Hao He, Bharatbhushan Shetty, Aaron Flores, Djordje Gligorijevic, Junwei Pan, Tingyu Mao, San Gultekin, Jianlong Zhang
Bid Shading by Win-Rate Estimation and Surplus Maximization. CoRR (2020)
San Gultekin, John W. Paisley
Risk Bounds for Low Cost Bipartite Ranking. CoRR (2019)
San Gultekin, John W. Paisley
Online Forecasting Matrix Factorization. IEEE Trans. Signal Process. 67 (5) (2019)
San Gultekin, Aonan Zhang, John W. Paisley
Asymptotic Simulated Annealing for Variational Inference. GLOBECOM (2018)
San Gultekin, Avishek Saha, Adwait Ratnaparkhi, John W. Paisley
MBA: Mini-Batch AUC Optimization. CoRR (2018)
San Gultekin, John W. Paisley
Online Forecasting Matrix Factorization. CoRR (2017)
San Gultekin, John W. Paisley
Nonlinear Kalman Filtering With Divergence Minimization. IEEE Trans. Signal Process. 65 (23) (2017)
Aonan Zhang, San Gultekin, John W. Paisley
Stochastic Variational Inference for the HDP-HMM. AISTATS (2016)
San Gultekin, John W. Paisley
A Collaborative Kalman Filter for Time-Evolving Dyadic Processes. CoRR (2015)
Suat Bayram, San Gultekin, Sinan Gezici
Noise enhanced hypothesis-testing according to restricted Neyman-Pearson criterion. Digit. Signal Process. 25 (2014)
San Gultekin, John W. Paisley
A Collaborative Kalman Filter for Time-Evolving Dyadic Processes. ICDM (2014)
Suat Bayram, San Gultekin, Sinan Gezici
Noise enhanced detection in restricted Neyman-Pearson framework. SPAWC (2012)