Piscataway
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.05)
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
- North America > Canada (0.04)
- Europe > Germany > Bavaria > Middle Franconia > Nuremberg (0.04)
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling
Zheng Qu, Peter Richtarik, Tong Zhang
Neural Information Processing Systems http://nips.cc/
- Europe > United Kingdom (0.14)
- Asia > China > Hong Kong (0.04)
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
This paper investigates the asymptotic distribution of the maximum-likelihood estimate (MLE) in multinomial logistic models in the high-dimensional regime where dimension and sample size are of the same order.
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.84)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.65)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.34)
Dueling Over Dessert, Mastering the Art of Repeated Cake Cutting
We consider two versions: sequential, where Bob observes Alice's cut
- Europe > Austria > Vienna (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > Maryland (0.04)
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- Energy (0.46)
- Education > Educational Setting > Online (0.45)
- Government (0.45)
A Universally Optimal Multistage Accelerated Stochastic Gradient Method
Necdet Serhat Aybat, Alireza Fallah, Mert Gurbuzbalaban, Asuman Ozdaglar
Neural Information Processing Systems http://nips.cc/
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- North America > United States > New York > New York County > New York City (0.04)
- Oceania > Australia > New South Wales > Sydney (0.04)
- (6 more...)
Sparsified SGD with Memory
Sebastian U. Stich, Jean-Baptiste Cordonnier, Martin Jaggi
Several papers consider approaches that limit the number of bits to represent floating point numbers [13, 24, 31]. Recent work proposes adaptive tuning of the compression ratio [7].
- Oceania > Australia > New South Wales > Sydney (0.05)
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- (7 more...)
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression
The number of features is comparable to the sample size and errors may be heavy-tailed.
Controlling Neural Level Sets
Matan Atzmon, Niv Haim, Lior Yariv, Ofer Israelov, Haggai Maron, Yaron Lipman
The level sets of a Deep Neural Network (DNN) are known to capture important characteristics andproperties ofthenetwork.
- Asia > Middle East > Israel (0.05)
- North America > United States > New Jersey > Middlesex County > Piscataway (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > Middle East > Jordan (0.04)
Learning to Optimize Tensor Programs
Tianqi Chen, Lianmin Zheng, Eddie Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
Neural Information Processing Systems http://nips.cc/
- Africa > Mali (0.05)
- North America > United States > New York > New York County > New York City (0.04)
- South America > Argentina > Pampas > Buenos Aires F.D. > Buenos Aires (0.04)
- (8 more...)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
Random Projections with Asymmetric Quantization
Neural Information Processing Systems http://nips.cc/
- North America > United States > California > San Francisco County > San Francisco (0.14)
- Asia > Afghanistan > Parwan Province > Charikar (0.04)
- North America > United States > Texas > Dallas County > Dallas (0.04)
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