暂无分享,去创建一个
[1] Stefano Soatto,et al. Emergence of Invariance and Disentanglement in Deep Representations , 2017, 2018 Information Theory and Applications Workshop (ITA).
[2] E. Candès,et al. Curvelets: A Surprisingly Effective Nonadaptive Representation for Objects with Edges , 2000 .
[3] Lars Schmidt-Thieme,et al. Beyond Manual Tuning of Hyperparameters , 2015, KI - Künstliche Intelligenz.
[4] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[5] Beth Logan,et al. Mel Frequency Cepstral Coefficients for Music Modeling , 2000, ISMIR.
[6] Titus Cieslewski,et al. Are We Ready for Autonomous Drone Racing? The UZH-FPV Drone Racing Dataset , 2019, 2019 International Conference on Robotics and Automation (ICRA).
[7] Alistair G. Rust,et al. Image redundancy reduction for neural network classification using discrete cosine transforms , 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.
[8] Adam Gaier,et al. Weight Agnostic Neural Networks , 2019, NeurIPS.
[9] Jonathon Shlens,et al. Explaining and Harnessing Adversarial Examples , 2014, ICLR.
[10] Anil K. Jain,et al. Face Detection in Color Images , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[11] Yoshua Bengio,et al. Random Search for Hyper-Parameter Optimization , 2012, J. Mach. Learn. Res..
[12] Jasper Snoek,et al. Practical Bayesian Optimization of Machine Learning Algorithms , 2012, NIPS.
[13] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[14] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[15] Tianqi Chen,et al. Empirical Evaluation of Rectified Activations in Convolutional Network , 2015, ArXiv.
[16] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[17] O. Christensen. An introduction to frames and Riesz bases , 2002 .
[18] Chris Thornton,et al. Measuring the difficulty of specific learning problems , 1995 .
[19] Joost van de Weijer,et al. Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting , 2018, 2018 24th International Conference on Pattern Recognition (ICPR).
[20] Jessica Burgner-Kahrs,et al. On the Merits of Joint Space and Orientation Representations in Learning the Forward Kinematics in SE(3) , 2019, Robotics: Science and Systems.
[21] Nando de Freitas,et al. Hedging Strategies for Bayesian Optimization , 2010 .
[22] Wolfram Burgard,et al. The Freiburg Groceries Dataset , 2016, ArXiv.
[23] Michael W. Marcellin,et al. JPEG2000 - image compression fundamentals, standards and practice , 2013, The Kluwer international series in engineering and computer science.
[24] Jorge Nocedal,et al. On the limited memory BFGS method for large scale optimization , 1989, Math. Program..
[25] Thomas M. Cover,et al. Elements of Information Theory , 2005 .
[26] Yaser S. Abu-Mostafa,et al. Data complexity in machine learning and novel classification algorithms , 2006 .
[27] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .
[28] Martin D. Levine,et al. Face Recognition Using the Discrete Cosine Transform , 2001, International Journal of Computer Vision.
[29] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[30] Christine Podilchuk,et al. Face recognition using DCT-based feature vectors , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.
[31] Jianqing Fan,et al. Variance estimation using refitted cross‐validation in ultrahigh dimensional regression , 2010, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[32] J. Ross Quinlan,et al. Induction of Decision Trees , 1986, Machine Learning.
[33] Stefano Soatto,et al. Where is the Information in a Deep Neural Network? , 2019, ArXiv.
[34] Naftali Tishby,et al. The information bottleneck method , 2000, ArXiv.
[35] Jason Yosinski,et al. Faster Neural Networks Straight from JPEG , 2018, NeurIPS.
[36] Tin Kam Ho,et al. Complexity Measures of Supervised Classification Problems , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[37] David Ginsbourger,et al. Fast Computation of the Multi-Points Expected Improvement with Applications in Batch Selection , 2013, LION.
[38] David A. McAllester. PAC-Bayesian Stochastic Model Selection , 2003, Machine Learning.
[39] Nando de Freitas,et al. Taking the Human Out of the Loop: A Review of Bayesian Optimization , 2016, Proceedings of the IEEE.
[40] S. Mallat. A wavelet tour of signal processing , 1998 .
[41] Meng Joo Er,et al. High-speed face recognition based on discrete cosine transform and RBF neural networks , 2005, IEEE Transactions on Neural Networks.
[42] N. Meinshausen,et al. Stability selection , 2008, 0809.2932.