Aleksandr Y. Aravkin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
9
Active years
2010–2019
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2019 | ICML | Trimming the $\ell_1$ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning. | Jihun Yun, Peng Zheng, Eunho Yang, Aurlie C. Lozano, Aleksandr Y. Aravkin |
| 2016 | ICASSP | Beyond L2-loss functions for learning sparse models. | Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan |
| 2015 | CVPR | Adaptive as-natural-as-possible image stitching. | Chung-Ching Lin, Sharathchandra Pankanti, Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin |
| 2014 | CCS | ALETHEIA: Improving the Usability of Static Security Analysis. | Omer Tripp, Salvatore Guarnieri, Marco Pistoia, Aleksandr Y. Aravkin |
| 2014 | ICASSP | Iterative log thresholding. | Dmitry Malioutov, Aleksandr Y. Aravkin |
| 2014 | ICDM | Orthogonal Matching Pursuit for Sparse Quantile Regression. | Aleksandr Y. Aravkin, Aurlie C. Lozano, Ronny Luss, Prabhanjan Kambadur |
| 2014 | UAI | A variational approach to stable principal component pursuit. | Aleksandr Y. Aravkin, Stephen Becker, Volkan Cevher, Peder A. Olsen |
| 2013 | ASRU | Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling. | Tara N. Sainath, Lior Horesh, Brian Kingsbury, Aleksandr Y. Aravkin, Bhuvana Ramabhadran |
| 2013 | ASRU | Improvements to Deep Convolutional Neural Networks for LVCSR. | Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Toms Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran |
| 2013 | ICASSP | Sparse seismic imaging using variable projection. | Aleksandr Y. Aravkin, Tristan van Leeuwen, Ning Tu |
| 2013 | ICML | Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models. | Mohammad Emtiyaz Khan, Aleksandr Y. Aravkin, Michael P. Friedlander, Matthias W. Seeger |
| 2012 | ICASSP | Robust inversion via semistochastic dimensionality reduction. | Aleksandr Y. Aravkin, Michael P. Friedlander, Tristan van Leeuwen |
| 2012 | ICASSP | Fast seismic imaging for marine data. | Aleksandr Y. Aravkin, Xiang Li, Felix J. Herrmann |
| 2012 | ICIP | Student's t robust bundle adjustment algorithm. | Aleksandr Y. Aravkin, Michael Styer, Zachary Moratto, Ara V. Nefian, Michael Broxton |
| 2010 | IROS | The unconstrained and inequality constrained moving horizon approach to robot localization. | Gianluigi Pillonetto, Aleksandr Y. Aravkin, Stefano Carpin |