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| Front for the arXiv | |||
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| stat.ML Machine Learning |
| Search |
| New articles (last day) |
| 8 Dec |
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arXiv:1712.02432 Sparse learning of stochastic dynamic equations. Lorenzo Boninsegna, Feliks Nüske, Cecilia Clementi. stat.ML (physics.stat-mech). |
| 8 Dec |
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arXiv:1712.02488 Cost-sensitive detection with variational autoencoders for environmental acoustic sensing. Yunpeng Li, Ivan Kiskin, Davide Zilli, Marianne Sinka, Henry Chan, Kathy Willis, Stephen Roberts. stat.ML (cs.LG). |
| 8 Dec |
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arXiv:1712.02512 Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting. Lucas Roberts, Leo Razoumov, Lin Su, Yuyang Wang. stat.ML (cs.LG). |
| 8 Dec |
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arXiv:1712.02527 Learning Random Fourier Features by Hybrid Constrained Optimization. Jianqiao Wangni, Jingwei Zhuo, Jun Zhu. stat.ML (cs.CV cs.LG). |
| 8 Dec |
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arXiv:1712.02609 Solving internal covariate shift in deep learning with linked neurons. Carles Roger Riera Molina, Oriol Pujol Vila. stat.ML (cs.CV cs.LG). |
| 8 Dec |
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arXiv:1712.02629 Differentially Private Variational Dropout. Beyza Ermis, Ali Taylan Cemgil. stat.ML (cs.LG). |
| 8 Dec |
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arXiv:1712.02640 High-dimensional robust regression and outliers detection with SLOPE. Alain Virouleau, Agathe Guilloux, Stéphane Gaïffas, Malgorzata Bogdan. stat.ML. |
| 8 Dec |
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arXiv:1712.02658 Using SVDD in SimpleMKL for 3D-Shapes Filtering. Gaëlle Loosli, Hattoibe Aboubacar. CAp, conference d'apprentissage, July 2014, Saint-Etienne, France, pp.84-92. stat.ML (cs.CV). |
| 8 Dec |
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arXiv:1712.02675 Is My Model Flexible Enough? Information-Theoretic Model Check. Andreas Svensson, Dave Zachariah, Thomas B. Schön. stat.ML (cs.LG eess.SP stat.ME). |
| 8 Dec |
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arXiv:1712.02734 ChemNet: A Transferable and Generalizable Deep Neural Network for Small-Molecule Property Prediction. Garrett B. Goh, Charles Siegel, Abhinav Vishnu, Nathan O. Hodas. stat.ML (cs.AI cs.CV cs.LG). |
| 8 Dec |
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arXiv:1712.02743 End-to-end Learning of Deterministic Decision Trees. Thomas Hehn, Fred A. Hamprecht. stat.ML (cs.CV cs.LG). |
| Cross-listings |
| 8 Dec |
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arXiv:1712.00725 Sentiment Classification using Images and Label Embeddings. Laura Graesser, Abhinav Gupta, Lakshay Sharma, Evelina Bakhturina. cs.CL (cs.AI cs.CV cs.LG stat.ML). |
| 8 Dec |
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arXiv:1712.02369 Achieving the time of $1$-NN, but the accuracy of $k$-NN. Lirong Xue, Samory Kpotufe. math.ST (stat.ML stat.TH). |
| 8 Dec |
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arXiv:1712.02390 Noisy Natural Gradient as Variational Inference. Guodong Zhang, Shengyang Sun, David Duvenaud, Roger Grosse. cs.LG (stat.ML). |
| 8 Dec |
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arXiv:1712.02412 Estimating the error variance in a high-dimensional linear model. Guo Yu, Jacob Bien. stat.ME (stat.ML). |
| 8 Dec |
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arXiv:1712.02441 A Novel Model for Arbitration between Planning and Habitual Control Systems. Farzaneh S. Fard, Thomas P. Trappenberg. cs.SY (stat.ML). |
| 8 Dec |
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arXiv:1712.02519 Convergence Rates of Variational Posterior Distributions. Fengshuo Zhang, Chao Gao. math.ST (stat.ML stat.TH). |
| 8 Dec |
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arXiv:1712.02679 AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training. Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, Kailash Gopalakrishnan. cs.LG (stat.ML). |
| Revisions |
| 8 Dec |
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arXiv:1501.05108 BDgraph: An R Package for Bayesian Structure Learning in Graphical Models. Abdolreza Mohammadi, Ernst C. Wit. stat.ML. |
| 8 Dec |
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arXiv:1611.10073 Complex-valued Gaussian Process Regression for Time Series Analysis. Luca Ambrogioni, Eric Maris. stat.ML. |
| 8 Dec |
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arXiv:1612.01158 Properties and Bayesian fitting of restricted Boltzmann machines. Andee Kaplan, Daniel Nordman, Stephen Vardeman. stat.ML (cs.LG). |
| 8 Dec |
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arXiv:1701.07875 Wasserstein GAN. Martin Arjovsky, Soumith Chintala, Léon Bottou. stat.ML (cs.LG). |
| 8 Dec |
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arXiv:1704.02828 Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis. Luca Ambrogioni, Eric Maris. stat.ML. |
| 8 Dec |
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arXiv:1706.07180 Compressive Statistical Learning with Random Feature Moments. Rémi Gribonval (PANAMA), Gilles Blanchard, Nicolas Keriven (PANAMA, UR1), Yann Traonmilin (PANAMA). stat.ML (cs.LG math.ST stat.TH). |
| 8 Dec |
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arXiv:1711.06494 Improved Bayesian Compression. Marco Federici, Karen Ullrich, Max Welling. stat.ML. |
| 8 Dec |
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arXiv:1711.08042 "I know it when I see it". Visualization and Intuitive Interpretability. Fabian Offert. stat.ML. |
| 8 Dec |
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arXiv:1712.00535 Survival-Supervised Topic Modeling with Anchor Words: Characterizing Pancreatitis Outcomes. George H. Chen, Jeremy C. Weiss. stat.ML. |
| 8 Dec |
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arXiv:1712.02162 A trans-disciplinary review of deep learning research for water resources scientists. Chaopeng Shen. stat.ML (cs.LG). |
| Revised crosses |
| 8 Dec |
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arXiv:1605.00252 Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes. Peter D. Grünwald, Nishant A. Mehta. cs.LG (stat.ML). |
| 8 Dec |
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arXiv:1706.01686 Limitations on Variance-Reduction and Acceleration Schemes for Finite Sum Optimization. Yossi Arjevani. math.OC (cs.LG stat.ML). |
| 8 Dec |
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arXiv:1708.08012 Deep learning with convolutional neural networks for decoding and visualization of EEG pathology. Robin Tibor Schirrmeister, Lukas Gemein, Katharina Eggensperger, Frank Hutter, Tonio Ball. cs.LG (cs.NE stat.ML). |
| 8 Dec |
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arXiv:1710.11303 Algorithmic learning of probability distributions from random data in the limit. George Barmpalias, Frank Stephan. cs.LG (stat.ML). |
| 8 Dec |
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arXiv:1711.00313 Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision. Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe, Jaap Kamps. cs.LG (cs.CL cs.NE stat.ML). |
| Calendar |
| 2017 1596+2164 | December 43+72 | November 225+316 | October 176+278 | September 133+176 | August 97+165 | July 132+149 |
| June 155+183 | May 178+206 | April 110+138 | March 149+205 | February 116+161 | January 82+115 | |
| 2016 1167+1462 | December 95+168 | November 145+163 | October 152+126 | September 82+112 | August 74+110 | July 75+109 |
| June 137+129 | May 119+154 | April 56+89 | March 72+113 | February 122+132 | January 38+57 | |
| 2015 837+987 | December 61+86 | November 101+123 | October 73+70 | September 67+86 | August 54+62 | July 72+88 |
| June 118+123 | May 55+70 | April 47+68 | March 66+79 | February 74+80 | January 49+52 | |
| 2014 566+790 | December 58+97 | November 71+75 | October 64+65 | September 41+58 | August 32+63 | July 36+62 |
| June 75+75 | May 33+64 | April 30+53 | March 31+47 | February 53+67 | January 42+64 | |
| 2013 440+761 | December 64+76 | November 43+63 | October 61+56 | September 32+64 | August 16+41 | July 39+50 |
| June 38+73 | May 27+47 | April 17+43 | March 34+54 | February 32+49 | January 37+145 | |
| 2012 293+837 | December 28+75 | November 28+60 | October 33+81 | September 33+32 | August 17+21 | July 26+82 |
| June 22+255 | May 34+49 | April 26+31 | March 21+67 | February 14+74 | January 11+10 | |
| 2011 205+228 | December 20+18 | November 24+16 | October 22+24 | September 9+29 | August 17+17 | July 14+15 |
| June 25+22 | May 14+21 | April 16+26 | March 17+13 | February 15+15 | January 12+12 | |
| 2010 130+121 | December 9+7 | November 16+26 | October 12+10 | September 13+5 | August 12+10 | July 10+6 |
| June 7+20 | May 12+11 | April 10+9 | March 10+5 | February 10+6 | January 9+6 | |
| 2009 108+54 | December 13+7 | November 11+6 | October 12+6 | September 15+7 | August 10+5 | July 9+2 |
| June 7+5 | May 5+2 | April 4+1 | March 2+5 | February 11+2 | January 9+6 | |
| 2008 53+45 | December 6+4 | November 9+4 | October 5+3 | September 3+7 | August 4+1 | July 4+1 |
| June 5+4 | May 4+2 | April 4+6 | March 2+2 | February 6+6 | January 1+5 | |
| 2007 21+22 | December 2+5 | November 2+2 | October 5+2 | September 4+2 | August 1+2 | July 3 |
| June 3+2 | May 1+4 | April 0+1 | February 0+1 | January 0+1 | ||
| 2005 0+1 | September 0+1 | |||||
| 2004 0+1 | February 0+1 | |||||
| 2002 0+1 | March 0+1 |
Total: 5416+7474 articles (primary+secondary)
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