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| 1 | Combination Therapy With Infliximab and Azathioprine Is Superior to Monotherapy With Either Agent in Ulcerative Colitis显示文摘 | Remo Panaccione Subrata Ghosh Stephen Middleton Juan R. Márquez Boyd B. Scott Laurence Flint Hubert JF. van Hoogstraten Annie C. Chen Hanzhe Zheng Silvio Danese Paul Rutgeerts | 2013 | Gastroenterology2013，，： | 5 |
| 2 | Learning Convex Optimization Models显示文摘A convex optimization model predicts an output from an input by solving a convex optimization problem.The class of convex optimization models is large,and includes as special cases many well-known models like linear and logistic regression.We propose a heuristic for learning the parameters in a convex optimization model given a dataset of input-output pairs,using recently developed methods for differentiating the solution of a convex optimization problem with respect to its parameters.We describe three general classes of convex optimization models,maximum a posteriori(MAP)models,utility maximization models,and agent models,and present a numerical experiment for each. | Akshay Agrawal Shane Barratt Stephen Boyd | 2021 | IEEE/CAA Journal of Automatica Sinica2021，8，8： | 5 |
| 3 | Enhancing Sparsity by Reweighted ? 1 Minimization显示文摘 | Emmanuel J. Candès Michael B. Wakin Stephen P. Boyd | 2008 | Journal of Fourier Analysis and Applications2008，，5： | 3 |
| 4 | Sorbed atrazine shifts into non-desorbable sites of soil organic matter during aging显示文摘 | Jeong-Hun Park Yucheng Feng Sung Yong Cho Thomas C. Voice Stephen A. Boyd | 2004 | Water Research2004，，18： | 2 |
| 5 | Enhancing Sparsity by Reweighted ? 1 Minimization显示文摘 | Emmanuel J. Candès Michael B. Wakin Stephen P. Boyd | 2008 | Journal of Fourier Analysis and Applications (-)2008，，5： | 1 |
| 6 | Optimal power control in interference-limited wireless channels with outage-probability specifications显示文摘 | Sunil Kandukuri Stephen Boyd | 2004 | IEEE Transactions on Wireless Communications2004，1，1： | 1 |
| 7 | Network computing: a tutorial review显示文摘 | I Boyd C Stephens | 2001 | Electronics & Communication Engineering Journal2001，13，1： | 1 |
| 8 | Measuring Volterra Kernels显示文摘 | Boyd Stephen Tang Y S Chua Leon A | 1983 | IEEE Transactions on Circuits and Systems1983，30，8： | 1 |
| 9 | FeSO, amendments stimulate extensive anaerobic PCB dechlorination显示文摘 | Zwienik Matthew J Quensen III John F Boyd Stephen A | 1998 | Environ Sci Technol1998，32，： | 1 |
| 10 | Portfolio optimization with linear and fixed transaction costs显示文摘 | Miguel Sousa Lobo Maryam Fazel Stephen Boyd | 2007 | Annals of Operations Research2007，，1： | 1 |
| 11 | Optimal design of a CMOS Op-amp via geometric programming显示文摘 | Maria del Mar Hershenson Stephen P Boyd | 2001 | IEEE Transactionson Computer-Aided Design of Integrated Circuits and Systems2001，20，1： | 1 |
| 12 | Thermodynamics of nitroaromatic compound adsorption from water by smectite clay 显示文摘 | Li Hui Johnston Cliff T Boyd Stephen A | 2004 | Environmental Science and Technology2004，38，20： | 1 |
| 13 | Managing ecotourism: an opportunity spectrum approach 显示文摘 | Boyd Stephen W Butler Richard W | 1996 | Tourism Management1996，，8： | 1 |
| 14 | Multicarrier Signals with Low Crest Factor 显示文摘 | Boyd Stephen | 1986 | IEEE Transactions on Circuits and Systems1986，33，10： | 1 |
| 15 | Impediments to a Cross- border Collabora- tive Model of Destination Management in the Catlins 显示文摘 | Brent Loveloek Stephen Boyd | 2006 | Tourism Geogra- phies2006，8，2： | 1 |
| 16 | The Effects of System Parameters on In Vivo Injection Performance of a Needle-Free Injector in Human Volunteers显示文摘 | Lawrence Linn Brooks Boyd Hristo Iontchev Toby King Stephen J. Farr | 2007 | Pharmaceutical Research2007，，8： | 1 |
| 17 | Adsorption of phenol and chlorinated phenols from aqueous solution by tetramethylammonium-and tetramethylphosphonium-exehanged montmorillonite 显示文摘 | Monique A M Lawrence Ravi K Kukkadapu Stephen A Boyd | 1998 | Appl Clay Sci1998，13，1： | 1 |
| 18 | Training needs of psychiatric intensive care staff显示文摘 | Colum C Stephen P Boyd M | 2002 | Nurs Stand2002，15，34： | 1 |
| 19 | Enhancing Sparsity by Reweighted 11 Minimization显示文摘 | Emmanuel J Candes Michael B Wakin and Stephen P Boyd | 2008 | The Journal of Fourier Analysis and Applications2008，14，5： | 1 |
| 20 | A rewriting system for convex optimization problems显示文摘We describe a modular rewriting system for translating optimization problems written in a domain-specific language(DSL)to forms compatible with low-level solver interfaces.Translation is facilitated by reductions,which accept a category of problems and transform instances of that category to equivalent instances of another category.Our system proceeds in two key phases:analysis,in which we attempt to find a suitable solver for a supplied problem,and canonicalization,in which we rewrite the problem in the selected solver’s standard form.We implement the described system in version 1.0 of CVXPY,a DSL for mathematical and especially convex optimization.By treating reductions as first-class objects,our method makes it easy to match problems to solvers well-suited for them and to support solvers with a wide variety of standard forms. | Akshay Agrawal Robin Verschueren Steven Diamon Stephen Boyd | 2018 | Journal of Control and Decision2018，5，1： | 1 |
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