Times Ascent is a weekly supplement of The Times of India newspaper, that is focused on human resource development, employment and job opportunitiesâ€¦Â (More)

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Highly Cited

2013

Highly Cited

2013

- Shai Shalev-Shwartz, Tong Zhang
- NIPS
- 2013

Stochastic dual coordinate ascent (SDCA) is an effective technique for solving regularized loss minimization problems in machineâ€¦Â (More)

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Highly Cited

2013

Highly Cited

2013

- Rie Johnson, Tong Zhang
- NIPS
- 2013

Stochastic gradient descent is popular for large scale optimization but has slow convergence asymptotically due to the inherentâ€¦Â (More)

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Highly Cited

2012

Highly Cited

2012

Stochastic Gradient Descent (SGD) has become popular for solving large scale supervised machine learning optimization problemsâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Martin Zinkevich
- ICML
- 2003

Convex programming involves a convex set F âŠ† R and a convex function c : F â†’ R. The goal of convex programming is to find a pointâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Juyang Weng, Yilu Zhang, Wey-Shiuan Hwang
- IEEE Trans. Pattern Anal. Mach. Intell.
- 2003

Appearance-based image analysis techniques require fast computation of principal components of high dimensional image vectors. Weâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Thomas P. Minka
- 2003

Logistic regression is a workhorse of statistics and is closely related to method s use in Machine Learning, including theâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

- Guang J. Zhang, Mcfarlane
- 2002

A simplified cumulus parameterization scheme, suitable for use in GCMs, is presented. This parameterization is based on a plumeâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

- Jeffrey A. Fessler, Edward P. Ficaro, Neal H. Clinthorne, Kenneth Lange
- IEEE Transactions on Medical Imaging
- 1997

Presents a new class of algorithms for penalized-likelihood reconstruction of attenuation maps from low-count transmission scansâ€¦Â (More)

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Highly Cited

1993

Highly Cited

1993

- Ken D. Sauer, Charles A. Bouman
- IEEE Trans. Signal Processing
- 1993

1 Iterative methods for statistically-based reconstruction from projections are computationally costly relative to convolutionâ€¦Â (More)

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Highly Cited

1989

Highly Cited

1989

- Anantaram Balakrishnan, Thomas L. Magnanti, Richard T. Wong
- Operations Research
- 1989

The fixed-charge network design problem arises in a variety of problem contexts including transportation, communication, andâ€¦Â (More)

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