Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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30 results for Katya Scheinberg

Detecting generic visual events with temporal cues
- - Lexing Xie
  - Dong Xu
  - et al.
- 2006
- ACSSC 2006
IBM research TRECVID-2006 video retrieval system
- - Murray Campbell
  - Alexander Hauboldy
  - et al.
- 2006
- TRECVID 2006
A derivative free optimization algorithm in practice
- - A.R. Conn
  - K. Scheinberg
  - et al.
- 1998
- Symposium on Multidisciplinary Analysis and Optimization 1998
Stochastic Optimization Methods With Momentum
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2023
- INFORMS 2023
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2022
- INFORMS 2022
Recent progress in unconstrained nonlinear optimization without derivatives
- - A.R. Conn
  - K. Scheinberg
  - et al.
- 1997
- Mathematical Programming, Series B
Optimal decision trees for categorical data via integer programming
- - Oktay Günlük
  - Jayant R. Kalagnanam
  - et al.
- 2021
- Journal of Global Optimization
Inexact SARAH algorithm for stochastic optimization
- - Lam Nguyen
  - Katya Scheinberg
  - et al.
- 2020
- Optimization Methods and Software
New convergence aspects of stochastic gradient algorithms
- - Lam Nguyen
  - Phuong Ha Nguyen
  - et al.
- 2019
- JMLR
A derivative-free algorithm for least-squares minimization
- - Hongchao Zhang
  - Andrew R. Conn
  - et al.
- 2010
- SIOPT