:facetid:toc:\"db/conf/nips/nips2015.bht\"OK:facetid:toc:db/conf/nips/nips2015.bhtEmmanuel AbbeColin SandonRecovering Communities in the General Stochastic Block Model Without Knowing the Parameters.NIPS676-6842015Conference and Workshop Papersopenconf/nips/AbbeS15https://proceedings.neurips.cc/paper/2015/hash/cfee398643cbc3dc5eefc89334cacdc1-Abstract.htmlhttps://dblp.org/rec/conf/nips/AbbeS15URL#3607245Abbas AbdolmalekiRudolf LioutikovJan Peters 0001Nuno LauLuís Paulo ReisGerhard NeumannModel-Based Relative Entropy Stochastic Search.NIPS3537-35452015Conference and Workshop Papersopenconf/nips/AbdolmalekiLPLR15https://proceedings.neurips.cc/paper/2015/hash/36ac8e558ac7690b6f44e2cb5ef93322-Abstract.htmlhttps://dblp.org/rec/conf/nips/AbdolmalekiLPLR15URL#3607246Jacob D. AbernethyChansoo LeeAmbuj TewariFighting Bandits with a New Kind of Smoothness.NIPS2197-22052015Conference and Workshop Papersopenconf/nips/AbernethyLT15https://proceedings.neurips.cc/paper/2015/hash/5caf41d62364d5b41a893adc1a9dd5d4-Abstract.htmlhttps://dblp.org/rec/conf/nips/AbernethyLT15URL#3607247Jayadev AcharyaConstantinos DaskalakisGautam Kamath 0001Optimal Testing for Properties of Distributions.NIPS3591-35992015Conference and Workshop Papersopenconf/nips/AcharyaDK15https://proceedings.neurips.cc/paper/2015/hash/1f36c15d6a3d18d52e8d493bc8187cb9-Abstract.htmlhttps://dblp.org/rec/conf/nips/AcharyaDK15URL#3607248Ehsan Adeli-MosabbebKim-Han ThungLe AnFeng Shi 0001Dinggang ShenRobust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis.NIPS658-6662015Conference and Workshop Papersopenconf/nips/Adeli-MosabbebT15https://proceedings.neurips.cc/paper/2015/hash/51d92be1c60d1db1d2e5e7a07da55b26-Abstract.htmlhttps://dblp.org/rec/conf/nips/Adeli-MosabbebT15URL#3607249Hadi Mohasel AfsharJustin DomkeReflection, Refraction, and Hamiltonian Monte Carlo.NIPS3007-30152015Conference and Workshop Papersopenconf/nips/AfsharD15https://proceedings.neurips.cc/paper/2015/hash/8303a79b1e19a194f1875981be5bdb6f-Abstract.htmlhttps://dblp.org/rec/conf/nips/AfsharD15URL#3607250Sungsoo AhnSejun ParkMichael ChertkovJinwoo ShinMinimum Weight Perfect Matching via Blossom Belief Propagation.NIPS1288-12962015Conference and Workshop Papersopenconf/nips/AhnPCS15https://proceedings.neurips.cc/paper/2015/hash/dc5689792e08eb2e219dce49e64c885b-Abstract.htmlhttps://dblp.org/rec/conf/nips/AhnPCS15URL#3607251Ibrahim M. AlabdulmohsinAlgorithmic Stability and Uniform Generalization.NIPS19-272015Conference and Workshop Papersopenconf/nips/Alabdulmohsin15https://proceedings.neurips.cc/paper/2015/hash/6512bd43d9caa6e02c990b0a82652dca-Abstract.htmlhttps://dblp.org/rec/conf/nips/Alabdulmohsin15URL#3607252Ahmed El AlaouiMichael W. MahoneyFast Randomized Kernel Ridge Regression with Statistical Guarantees.NIPS775-7832015Conference and Workshop Papersopenconf/nips/AlaouiM15https://proceedings.neurips.cc/paper/2015/hash/f3f27a324736617f20abbf2ffd806f6d-Abstract.htmlhttps://dblp.org/rec/conf/nips/AlaouiM15URL#3607253Dan AlistarhJennifer IglesiasMilan VojnovicStreaming Min-max Hypergraph Partitioning.NIPS1900-19082015Conference and Workshop Papersopenconf/nips/AlistarhIV15https://proceedings.neurips.cc/paper/2015/hash/83f97f4825290be4cb794ec6a234595f-Abstract.htmlhttps://dblp.org/rec/conf/nips/AlistarhIV15URL#3607254Oren AnavaElad HazanShie MannorOnline Learning for Adversaries with Memory: Price of Past Mistakes.NIPS784-7922015Conference and Workshop Papersopenconf/nips/AnavaHM15https://proceedings.neurips.cc/paper/2015/hash/38913e1d6a7b94cb0f55994f679f5956-Abstract.htmlhttps://dblp.org/rec/conf/nips/AnavaHM15URL#3607255Alexandr AndoniPiotr IndykThijs LaarhovenIlya P. RazenshteynLudwig SchmidtPractical and Optimal LSH for Angular Distance.NIPS1225-12332015Conference and Workshop Papersopenconf/nips/AndoniILRS15https://proceedings.neurips.cc/paper/2015/hash/2823f4797102ce1a1aec05359cc16dd9-Abstract.htmlhttps://dblp.org/rec/conf/nips/AndoniILRS15URL#3607256Jacob AndreasMaxim RabinovichMichael I. JordanDan KleinOn the Accuracy of Self-Normalized Log-Linear Models.NIPS1783-17912015Conference and Workshop Papersopenconf/nips/AndreasRJK15https://proceedings.neurips.cc/paper/2015/hash/4a08142c38dbe374195d41c04562d9f8-Abstract.htmlhttps://dblp.org/rec/conf/nips/AndreasRJK15URL#3607257Yossi ArjevaniOhad ShamirCommunication Complexity of Distributed Convex Learning and Optimization.NIPS1756-17642015Conference and Workshop Papersopenconf/nips/ArjevaniS15https://proceedings.neurips.cc/paper/2015/hash/7fec306d1e665bc9c748b5d2b99a6e97-Abstract.htmlhttps://dblp.org/rec/conf/nips/ArjevaniS15URL#3607258Megasthenis AsterisDimitris S. PapailiopoulosAlexandros G. DimakisOrthogonal NMF through Subspace Exploration.NIPS343-3512015Conference and Workshop Papersopenconf/nips/AsterisPD15https://proceedings.neurips.cc/paper/2015/hash/eae27d77ca20db309e056e3d2dcd7d69-Abstract.htmlhttps://dblp.org/rec/conf/nips/AsterisPD15URL#3607260Megasthenis AsterisDimitris S. PapailiopoulosAnastasios KyrillidisAlexandros G. DimakisSparse PCA via Bipartite Matchings.NIPS766-7742015Conference and Workshop Papersopenconf/nips/AsterisPKD15https://proceedings.neurips.cc/paper/2015/hash/2b8a61594b1f4c4db0902a8a395ced93-Abstract.htmlhttps://dblp.org/rec/conf/nips/AsterisPKD15URL#3607261Julien AudiffrenLiva RalaivolaCornering Stationary and Restless Mixing Bandits with Remix-UCB.NIPS3339-33472015Conference and Workshop Papersopenconf/nips/AudiffrenR15https://proceedings.neurips.cc/paper/2015/hash/4888241374e8c62ddd9b4c3cfd091f96-Abstract.htmlhttps://dblp.org/rec/conf/nips/AudiffrenR15URL#3607263Pranjal AwasthiAndrej RisteskiOn some provably correct cases of variational inference for topic models.NIPS2098-21062015Conference and Workshop Papersopenconf/nips/AwasthiR15https://proceedings.neurips.cc/paper/2015/hash/68a83eeb494a308fe5295da69428a507-Abstract.htmlhttps://dblp.org/rec/conf/nips/AwasthiR15URL#3607264Jimmy BaRuslan SalakhutdinovRoger B. GrosseBrendan J. FreyLearning Wake-Sleep Recurrent Attention Models.NIPS2593-26012015Conference and Workshop Papersopenconf/nips/BaSGF15https://proceedings.neurips.cc/paper/2015/hash/db1915052d15f7815c8b88e879465a1e-Abstract.htmlhttps://dblp.org/rec/conf/nips/BaSGF15URL#3607265Philip BachmanDoina PrecupData Generation as Sequential Decision Making.NIPS3249-32572015Conference and Workshop Papersopenconf/nips/BachmanP15https://proceedings.neurips.cc/paper/2015/hash/09b15d48a1514d8209b192a8b8f34e48-Abstract.htmlhttps://dblp.org/rec/conf/nips/BachmanP15URL#3607267Sohail BahmaniJustin K. RombergEfficient Compressive Phase Retrieval with Constrained Sensing Vectors.NIPS523-5312015Conference and Workshop Papersopenconf/nips/BahmaniR15https://proceedings.neurips.cc/paper/2015/hash/cf004fdc76fa1a4f25f62e0eb5261ca3-Abstract.htmlhttps://dblp.org/rec/conf/nips/BahmaniR15URL#3607268Anoop Korattikara BalanVivek RathodKevin P. MurphyMax WellingBayesian dark knowledge.NIPS3438-34462015Conference and Workshop Papersopenconf/nips/BalanRMW15https://proceedings.neurips.cc/paper/2015/hash/af3303f852abeccd793068486a391626-Abstract.htmlhttps://dblp.org/rec/conf/nips/BalanRMW15URL#3607269Akshay BalsubramaniYoav FreundScalable Semi-Supervised Aggregation of Classifiers.NIPS1351-13592015Conference and Workshop Papersopenconf/nips/BalsubramaniF15https://proceedings.neurips.cc/paper/2015/hash/ce78d1da254c0843eb23951ae077ff5f-Abstract.htmlhttps://dblp.org/rec/conf/nips/BalsubramaniF15URL#3607270Siddhartha BanerjeePeter LofgrenFast Bidirectional Probability Estimation in Markov Models.NIPS1423-14312015Conference and Workshop Papersopenconf/nips/BanerjeeL15https://proceedings.neurips.cc/paper/2015/hash/ede7e2b6d13a41ddf9f4bdef84fdc737-Abstract.htmlhttps://dblp.org/rec/conf/nips/BanerjeeL15URL#3607271Rémi BardenetMichalis K. TitsiasInference for determinantal point processes without spectral knowledge.NIPS3393-34012015Conference and Workshop Papersopenconf/nips/BardenetT15https://proceedings.neurips.cc/paper/2015/hash/2f25f6e326adb93c5787175dda209ab6-Abstract.htmlhttps://dblp.org/rec/conf/nips/BardenetT15URL#3607272Elias BareinboimAndrew ForneyJudea PearlBandits with Unobserved Confounders: A Causal Approach.NIPS1342-13502015Conference and Workshop Papersopenconf/nips/BareinboimFP15https://proceedings.neurips.cc/paper/2015/hash/795c7a7a5ec6b460ec00c5841019b9e9-Abstract.htmlhttps://dblp.org/rec/conf/nips/BareinboimFP15URL#3607273Jessa BekkerJesse DavisArthur ChoiAdnan DarwicheGuy Van den BroeckTractable Learning for Complex Probability Queries.NIPS2242-22502015Conference and Workshop Papersopenconf/nips/BekkerDCDB15https://proceedings.neurips.cc/paper/2015/hash/bb7946e7d85c81a9e69fee1cea4a087c-Abstract.htmlhttps://dblp.org/rec/conf/nips/BekkerDCDB15URL#3607275Samy BengioOriol VinyalsNavdeep JaitlyNoam ShazeerScheduled Sampling for Sequence Prediction with Recurrent Neural Networks.NIPS1171-11792015Conference and Workshop Papersopenconf/nips/BengioVJS15https://proceedings.neurips.cc/paper/2015/hash/e995f98d56967d946471af29d7bf99f1-Abstract.htmlhttps://dblp.org/rec/conf/nips/BengioVJS15URL#3607276Mathias BerglundTapani RaikoMikko HonkalaLeo KärkkäinenAkos VetekJuha KarhunenBidirectional Recurrent Neural Networks as Generative Models.NIPS856-8642015Conference and Workshop Papersopenconf/nips/BerglundRHKVK15https://proceedings.neurips.cc/paper/2015/hash/c75b6f114c23a4d7ea11331e7c00e73c-Abstract.htmlhttps://dblp.org/rec/conf/nips/BerglundRHKVK15URL#3607277Alina BeygelzimerElad HazanSatyen KaleHaipeng LuoOnline Gradient Boosting.NIPS2458-24662015Conference and Workshop Papersopenconf/nips/BeygelzimerHKL15https://proceedings.neurips.cc/paper/2015/hash/0a1bf96b7165e962e90cb14648c9462d-Abstract.htmlhttps://dblp.org/rec/conf/nips/BeygelzimerHKL15URL#3607278