Hongchao Zhang

Optimization & Training · 2004–2013

A researcher in the Science corpus: 6 papers; trusts 20 researchers and is trusted by 42 researchers here, as inferred from the citation graph.

Subfields

• Optimization & Training — 25 citations into it
• Numerical Analysis — 22 citations into it; #247 of 3,586 by trust here, #354 by citations
• Computational Theory and Mathematics — 17 citations into it; #2,306 of 12,182 by trust here, #3,681 by citations
• Artificial Intelligence — 15 citations into it; #12,665 of 35,345 by trust here, #18,186 by citations
• Computational Mechanics — 13 citations into it; #1,039 of 10,001 by trust here, #1,867 by citations
• Numerical Methods & Scientific Computing — 10 citations into it
• Mathematical Optimization — 9 citations into it
• Management Science and Operations Research — 6 citations into it; #3,474 of 11,946 by trust here, #4,118 by citations

Whom Hongchao Zhang trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jorge Nocedal
2. Yuhong Dai
3. Dong C. Liu
4. Roger Fletcher
5. M. Powell
6. C. G. Broyden
7. William W. Hager
8. L. Liao
9. Anatoli B. Juditsky
10. John C. Duchi

Who trusts Hongchao Zhang overall

1. Chengbo Li
2. Saman Babaie-Kafaki
3. Yuhong Dai
4. Zaiwen Wen
5. Shaohua Pan
6. Li Zhang
7. Wotao Yin
8. Donghui Li
9. Zhenghai Huang
10. Reza Ghanbari

Papers from Hongchao Zhang's perspective

Ordered by how strongly the researchers Hongchao Zhang trusts endorse each paper. Same corpus, a different order for every researcher.

1. Acceleration of stochastic approximation by averaging
2. A Stochastic Approximation Method
3. Benchmarking optimization software with performance profiles
4. Projected Barzilai-Borwein methods for large-scale box-constrained quadratic programming (Numerische Mathematik)
5. Updating Quasi-Newton Matrices With Limited Storage
6. On the Barzilai-Borwein Method
7. Composite objective mirror descent
8. Restart procedures for the conjugate gradient method
9. Stochastic Approximation approach to Stochastic Programming
10. Two-Point Step Size Gradient Methods

Their papers

• Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization (2013) — 565 citations
• The cyclic Barzilai-–Borwein method for unconstrained optimization (2006) — 216 citations
• A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization (2004) — 663 citations
• Algorithm 851: CG_DESCENT, a conjugate gradient method with guaranteed descent (2006) — 439 citations
• A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search (2005) — 1,201 citations
• A SURVEY OF NONLINEAR CONJUGATE GRADIENT METHODS (2005) — 1,043 citations