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Publications at "AISTATS"( http://dblp.L3S.de/Venues/AISTATS )

URL (DBLP): http://dblp.uni-trier.de/db/conf/aistats

Publication years (Num. hits)
1995 (42) 1996-1999 (47) 2001 (47) 2003 (45) 2005 (58) 2007 (87) 2009 (86) 2010 (127) 2011 (108) 2012 (159) 2013 (72) 2014 (123) 2015 (128) 2016 (165) 2017 (168) 2018 (217)
Publication types (Num. hits)
inproceedings(1663) proceedings(16)
Venues (Conferences, Journals, ...)
AISTATS(1679)
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Found 1679 publication records. Showing 1679 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Xi Tan, Vinayak Rao, Jennifer Neville Nested CRP with Hawkes-Gaussian Processes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Aude Genevay, Gabriel Peyré, Marco Cuturi Learning Generative Models with Sinkhorn Divergences. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Tatsunori Hashimoto, Steve Yadlowsky, John C. Duchi Derivative Free Optimization Via Repeated Classification. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sergey Bartunov, Dmitry P. Vetrov Few-shot Generative Modelling with Generative Matching Networks. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Mehryar Mohri, Scott Yang Competing with Automata-based Expert Sequences. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Achintya Kundu, Francis Bach, Chiranjib Bhattacharyya Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Steffen Grünewälder Plug-in Estimators for Conditional Expectations and Probabilities. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Masayuki Karasuyama, Hiroshi Mamitsuka Factor Analysis on a Graph. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Huaian Diao, Zhao Song, Wen Sun, David P. Woodruff Sketching for Kronecker Product Regression and P-splines. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Tomi Silander, Janne Leppä-aho, Elias Jääsaari, Teemu Roos Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1I Eli Chien, Chung-Yi Lin, I-Hsiang Wang Community Detection in Hypergraphs: Optimal Statistical Limit and Efficient Algorithms. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Pankaj Pansari, Chris Russell 0001, M. Pawan Kumar Optimal Submodular Extensions for Marginal Estimation. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas Möllenhoff, Zhenzhang Ye, Tao Wu 0006, Daniel Cremers Combinatorial Preconditioners for Proximal Algorithms on Graphs. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Eric T. Nalisnick, Padhraic Smyth Learning Priors for Invariance. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Rajiv Khanna, Anastasios Kyrillidis IHT dies hard: Provable accelerated Iterative Hard Thresholding. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Arkabandhu Chowdhury, Christopher M. Jermaine Parallel and Distributed MCMC via Shepherding Distributions. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Masaaki Imaizumi, Takanori Maehara, Yuichi Yoshida Statistically Efficient Estimation for Non-Smooth Probability Densities. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ferdian Jovan, Jeremy L. Wyatt, Nick Hawes Efficient Bayesian Methods for Counting Processes in Partially Observable Environments. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Shashank Singh 0005, Barnabás Póczos, Jian Ma 0004 Minimax Reconstruction Risk of Convolutional Sparse Dictionary Learning. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1David Alvarez-Melis, Tommi S. Jaakkola, Stefanie Jegelka Structured Optimal Transport. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Dehan Kong, Howard D. Bondell, Weining Shen Outlier Detection and Robust Estimation in Nonparametric Regression. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Dennis Forster, Jörg Lücke Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Emma Pierson, Sam Corbett-Davies, Sharad Goel Fast Threshold Tests for Detecting Discrimination. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi Personalized and Private Peer-to-Peer Machine Learning. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Joel Ratsaby On how complexity affects the stability of a predictor. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Mark Rowland, Marc G. Bellemare, Will Dabney, Rémi Munos, Yee Whye Teh An Analysis of Categorical Distributional Reinforcement Learning. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhiyang Wang, Ruida Zhou, Cong Shen Regional Multi-Armed Bandits. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sai Praneeth Reddy Karimireddy, Sebastian U. Stich, Martin Jaggi Adaptive balancing of gradient and update computation times using global geometry and approximate subproblems. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Liyuan Xu, Junya Honda, Masashi Sugiyama A fully adaptive algorithm for pure exploration in linear bandits. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Yixi Xu, Jean Honorio, Xiao Wang On the Statistical Efficiency of Compositional Nonparametric Prediction. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Chris Hickey, Graham Cormode Cheap Checking for Cloud Computing: Statistical Analysis via Annotated Data Streams. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Hunter Lang, David Sontag, Aravindan Vijayaraghavan Optimality of Approximate Inference Algorithms on Stable Instances. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Patrick Jähnichen, Florian Wenzel, Marius Kloft, Stephan Mandt Scalable Generalized Dynamic Topic Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Mihai Cucuringu, Hemant Tyagi On denoising modulo 1 samples of a function. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jakub M. Tomczak, Max Welling VAE with a VampPrior. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Liqun Chen, Shuyang Dai, Yunchen Pu, Erjin Zhou, Chunyuan Li, Qinliang Su, Changyou Chen, Lawrence Carin Symmetric Variational Autoencoder and Connections to Adversarial Learning. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Yang Cao, Liyan Xie, Yao Xie 0002, Huan Xu Nearly second-order optimality of online joint detection and estimation via one-sample update schemes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jacob R. Gardner, Geoff Pleiss, Ruihan Wu, Kilian Q. Weinberger, Andrew Gordon Wilson Product Kernel Interpolation for Scalable Gaussian Processes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sven Schmit, Carlos Riquelme Human Interaction with Recommendation Systems. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Renbo Zhao, Volkan Cevher Stochastic Three-Composite Convex Minimization with a Linear Operator. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Rahi Kalantari, Joydeep Ghosh, Mingyuan Zhou Nonparametric Bayesian sparse graph linear dynamical systems. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuxin Chen 0001, Oisin Mac Aodha, Shihan Su, Pietro Perona, Yisong Yue Near-Optimal Machine Teaching via Explanatory Teaching Sets. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Mohammadreza Soltani, Chinmay Hegde Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Pedro Mercado, Antoine Gautier 0001, Francesco Tudisco, Matthias Hein 0001 The Power Mean Laplacian for Multilayer Graph Clustering. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Kirthevasan Kandasamy, Akshay Krishnamurthy, Jeff Schneider, Barnabás Póczos Parallelised Bayesian Optimisation via Thompson Sampling. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Rose Yu, Guangyu Li, Yan Liu 0002 Tensor Regression Meets Gaussian Processes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Patrick Blöbaum, Dominik Janzing, Takashi Washio, Shohei Shimizu, Bernhard Schölkopf Cause-Effect Inference by Comparing Regression Errors. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ruben Martinez-Cantin, Kevin Tee, Michael McCourt Practical Bayesian optimization in the presence of outliers. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts Random Subspace with Trees for Feature Selection Under Memory Constraints. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sanket Kamthe, Marc Peter Deisenroth Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ardavan Saeedi, Matthew D. Hoffman, Stephen J. DiVerdi, Asma Ghandeharioun, Matthew J. Johnson 0002, Ryan P. Adams Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Thomas Smith, Mauricio A. Álvarez, Max Zwiessele, Neil D. Lawrence Differentially Private Regression with Gaussian Processes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Aleksander Madry, Slobodan Mitrovic, Ludwig Schmidt A Fast Algorithm for Separated Sparsity via Perturbed Lagrangians. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Khan Mohammad Al Farabi, Somdeb Sarkhel, Deepak Venugopal Efficient Weight Learning in High-Dimensional Untied MLNs. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Luca Ambrogioni, Eric Maris Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Karthik Abinav Sankararaman, Aleksandrs Slivkins Combinatorial Semi-Bandits with Knapsacks. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Krzysztof Onak, Xiaorui Sun Probability-Revealing Samples. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Or Sharir, Amnon Shashua Sum-Product-Quotient Networks. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sashank J. Reddi, Manzil Zaheer, Suvrit Sra, Barnabás Póczos, Francis Bach, Ruslan Salakhutdinov, Alexander J. Smola A Generic Approach for Escaping Saddle points. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Chendi Huang, Yuan Yao A Unified Dynamic Approach to Sparse Model Selection. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiao Zhang, Lingxiao Wang, Quanquan Gu A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jiahao Xie, Hui Qian, Zebang Shen, Chao Zhang Towards Memory-Friendly Deterministic Incremental Gradient Method. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Costis Daskalakis, Christos Tzamos, Manolis Zampetakis Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Christophe Dupuy, Francis Bach Learning Determinantal Point Processes in Sublinear Time. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sumeet Katariya, Lalit Jain, Nandana Sengupta, James Evans, Robert Nowak 0001 Adaptive Sampling for Coarse Ranking. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Krzysztof Choromanski, Mark Rowland, Tamás Sarlós, Vikas Sindhwani, Richard E. Turner, Adrian Weller The Geometry of Random Features. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ruiyi Zhang, Chunyuan Li, Changyou Chen, Lawrence Carin Learning Structural Weight Uncertainty for Sequential Decision-Making. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Francesco Locatello, Rajiv Khanna, Joydeep Ghosh, Gunnar Rätsch Boosting Variational Inference: an Optimization Perspective. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Nir Rosenfeld, Amir Globerson Semi-Supervised Learning with Competitive Infection Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ilija Bogunovic, Junyao Zhao, Volkan Cevher Robust Maximization of Non-Submodular Objectives. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Debdeep Pati, Anirban Bhattacharya, Yun Yang On Statistical Optimality of Variational Bayes. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Aditya Grover, Todor Markov, Peter Attia, Norman Jin, Nicolas Perkins, Bryan Cheong, Michael Chen, Zi Yang, Stephen Harris, William Chueh, Stefano Ermon Best arm identification in multi-armed bandits with delayed feedback. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michal Derezinski, Dhruv Mahajan, S. Sathiya Keerthi, S. V. N. Vishwanathan, Markus Weimer Batch-Expansion Training: An Efficient Optimization Framework. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Shvartsman, Narayanan Sundaram, Mikio Aoi, Adam Charles, Theodore L. Willke, Jonathan D. Cohen Matrix-normal models for fMRI analysis. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Dylan J. Foster, Karthik Sridharan, Daniel Reichman 0001 Inference in Sparse Graphs with Pairwise Measurements and Side Information. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Masaaki Takada, Taiji Suzuki, Hironori Fujisawa Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Scott W. Linderman, Gonzalo E. Mena, Hal Cooper, Liam Paninski, John P. Cunningham Reparameterizing the Birkhoff Polytope for Variational Permutation Inference. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Nutan Chen, Alexej Klushyn, Richard Kurle, Xueyan Jiang, Justin Bayer, Patrick van der Smagt Metrics for Deep Generative Models. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Juho Piironen, Aki Vehtari Iterative Supervised Principal Components. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jinshan Zeng, Ke Ma, Yuan Yao Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Peng Xu, Bryan D. He, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré Accelerated Stochastic Power Iteration. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jakob Runge Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Cynthia Rudin, Yining Wang Direct Learning to Rank And Rerank. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Julian Katz-Samuels, Clayton Scott Nonparametric Preference Completion. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Alexis Bellot, Mihaela van der Schaar Tree-based Bayesian Mixture Model for Competing Risks. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michael Riis Andersen, Ole Winther, Lars Kai Hansen, Russell A. Poldrack, Oluwasanmi Koyejo Bayesian Structure Learning for Dynamic Brain Connectivity. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Robert M. Gower, Nicolas Le Roux, Francis Bach Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh, Hung Hai Bui, Ali Ghodsi 0001 Robust Locally-Linear Controllable Embedding. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Lirong Xue, Samory Kpotufe Achieving the time of 1-NN, but the accuracy of k-NN. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Morteza Noshad, Alfred Hero Scalable Hash-Based Estimation of Divergence Measures. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Rahul G. Krishnan, Dawen Liang, Matthew D. Hoffman On the challenges of learning with inference networks on sparse, high-dimensional data. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter Bartlett Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Pan Xu, Tianhao Wang 0002, Quanquan Gu Accelerated Stochastic Mirror Descent: From Continuous-time Dynamics to Discrete-time Algorithms. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli The emergence of spectral universality in deep networks. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Satoshi Hara, Kohei Hayashi Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Riikka Huusari, Hachem Kadri, Cécile Capponi Multi-view Metric Learning in Vector-valued Kernel Spaces. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Shinsaku Sakaue, Masakazu Ishihata, Shin-ichi Minato Efficient Bandit Combinatorial Optimization Algorithm with Zero-suppressed Binary Decision Diagrams. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jason Ge, Zhaoran Wang, Mengdi Wang, Han Liu Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Jan Kremer, Fei Sha, Christian Igel Robust Active Label Correction. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1James R. Foulds Mixed Membership Word Embeddings for Computational Social Science. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
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