Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Sanjiv Kumar

Sanjiv Kumar
Alert button

New Loss Functions for Fast Maximum Inner Product Search


Sep 11, 2019
Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu

Add code
Alert button

Figure 1 for New Loss Functions for Fast Maximum Inner Product Search
Figure 2 for New Loss Functions for Fast Maximum Inner Product Search

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

AdaCliP: Adaptive Clipping for Private SGD


Aug 20, 2019
Venkatadheeraj Pichapati, Ananda Theertha Suresh, Felix X. Yu, Sashank J. Reddi, Sanjiv Kumar

Add code
Alert button

Figure 1 for AdaCliP: Adaptive Clipping for Private SGD
Figure 2 for AdaCliP: Adaptive Clipping for Private SGD
Figure 3 for AdaCliP: Adaptive Clipping for Private SGD
Figure 4 for AdaCliP: Adaptive Clipping for Private SGD
* 18 pages 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Sampled Softmax with Random Fourier Features


Jul 24, 2019
Ankit Singh Rawat, Jiecao Chen, Felix Yu, Ananda Theertha Suresh, Sanjiv Kumar

Add code
Alert button

Figure 1 for Sampled Softmax with Random Fourier Features
Figure 2 for Sampled Softmax with Random Fourier Features
Figure 3 for Sampled Softmax with Random Fourier Features
Figure 4 for Sampled Softmax with Random Fourier Features

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise


Jun 05, 2019
Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar, Cho-Jui Hsieh

Add code
Alert button

Figure 1 for Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise
Figure 2 for Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise
Figure 3 for Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise
Figure 4 for Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On the Convergence of Adam and Beyond


Apr 19, 2019
Sashank J. Reddi, Satyen Kale, Sanjiv Kumar

Add code
Alert button

Figure 1 for On the Convergence of Adam and Beyond
Figure 2 for On the Convergence of Adam and Beyond
* Appeared in ICLR 2018 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Local Orthogonal Decomposition for Maximum Inner Product Search


Mar 25, 2019
Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha

Add code
Alert button

Figure 1 for Local Orthogonal Decomposition for Maximum Inner Product Search
Figure 2 for Local Orthogonal Decomposition for Maximum Inner Product Search
Figure 3 for Local Orthogonal Decomposition for Maximum Inner Product Search
Figure 4 for Local Orthogonal Decomposition for Maximum Inner Product Search

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Efficient Inner Product Approximation in Hybrid Spaces


Mar 20, 2019
Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar

Add code
Alert button

Figure 1 for Efficient Inner Product Approximation in Hybrid Spaces
Figure 2 for Efficient Inner Product Approximation in Hybrid Spaces
Figure 3 for Efficient Inner Product Approximation in Hybrid Spaces
Figure 4 for Efficient Inner Product Approximation in Hybrid Spaces

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Escaping Saddle Points with Adaptive Gradient Methods


Jan 26, 2019
Matthew Staib, Sashank J. Reddi, Satyen Kale, Sanjiv Kumar, Suvrit Sra

Add code
Alert button

Figure 1 for Escaping Saddle Points with Adaptive Gradient Methods
Figure 2 for Escaping Saddle Points with Adaptive Gradient Methods

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks


Oct 29, 2018
Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh

Add code
Alert button

Figure 1 for Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks
Figure 2 for Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks
Figure 3 for Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks
Figure 4 for Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
<<
1
2
3
4
5
6
7
8
9
>>