Alert button
Picture for Jayanta Dey

Jayanta Dey

Alert button

Teresa

Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes

Feb 14, 2022
Jayanta Dey, Ashwin De Silva, Will LeVine, Jong M. Shin, Haoyin Xu, Ali Geisa, Tiffany Chu, Leyla Isik, Joshua T. Vogelstein

Figure 1 for Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes
Figure 2 for Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes
Figure 3 for Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes
Figure 4 for Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes
Viaarxiv icon

Out-of-distribution Detection Using Kernel Density Polytopes

Feb 06, 2022
Jayanta Dey, Ashwin De Silva, Will LeVine, Jong M. Shin, Haoyin Xu, Ali Geisa, Tiffany Chu, Leyla Isik, Joshua T. Vogelstein

Figure 1 for Out-of-distribution Detection Using Kernel Density Polytopes
Figure 2 for Out-of-distribution Detection Using Kernel Density Polytopes
Figure 3 for Out-of-distribution Detection Using Kernel Density Polytopes
Figure 4 for Out-of-distribution Detection Using Kernel Density Polytopes
Viaarxiv icon

Prospective Learning: Back to the Future

Jan 19, 2022
Joshua T. Vogelstein, Timothy Verstynen, Konrad P. Kording, Leyla Isik, John W. Krakauer, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Carey E. Priebe, Randal Burns, Kwame Kutten, James J. Knierim, James B. Potash, Thomas Hartung, Lena Smirnova, Paul Worley, Alena Savonenko, Ian Phillips, Michael I. Miller, Rene Vidal, Jeremias Sulam, Adam Charles, Noah J. Cowan, Maxim Bichuch, Archana Venkataraman, Chen Li, Nitish Thakor, Justus M Kebschull, Marilyn Albert, Jinchong Xu, Marshall Hussain Shuler, Brian Caffo, Tilak Ratnanather, Ali Geisa, Seung-Eon Roh, Eva Yezerets, Meghana Madhyastha, Javier J. How, Tyler M. Tomita, Jayanta Dey, Ningyuan, Huang, Jong M. Shin, Kaleab Alemayehu Kinfu, Pratik Chaudhari, Ben Baker, Anna Schapiro, Dinesh Jayaraman, Eric Eaton, Michael Platt, Lyle Ungar, Leila Wehbe, Adam Kepecs, Amy Christensen, Onyema Osuagwu, Bing Brunton, Brett Mensh, Alysson R. Muotri, Gabriel Silva, Francesca Puppo, Florian Engert, Elizabeth Hillman, Julia Brown, Chris White, Weiwei Yang

Figure 1 for Prospective Learning: Back to the Future
Figure 2 for Prospective Learning: Back to the Future
Figure 3 for Prospective Learning: Back to the Future
Viaarxiv icon

Streaming Decision Trees and Forests

Oct 16, 2021
Haoyin Xu, Jayanta Dey, Sambit Panda, Joshua T. Vogelstein

Figure 1 for Streaming Decision Trees and Forests
Figure 2 for Streaming Decision Trees and Forests
Viaarxiv icon

Towards a theory of out-of-distribution learning

Oct 07, 2021
Ali Geisa, Ronak Mehta, Hayden S. Helm, Jayanta Dey, Eric Eaton, Jeffery Dick, Carey E. Priebe, Joshua T. Vogelstein

Figure 1 for Towards a theory of out-of-distribution learning
Figure 2 for Towards a theory of out-of-distribution learning
Viaarxiv icon

A general approach to progressive learning

Apr 28, 2020
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Weiwei Yang, Bryan Tower, Will LeVine, Jonathan Larson, Chris White, Carey E. Priebe

Figure 1 for A general approach to progressive learning
Figure 2 for A general approach to progressive learning
Figure 3 for A general approach to progressive learning
Figure 4 for A general approach to progressive learning
Viaarxiv icon

Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers

Dec 01, 2019
Jayanta Dey, Mohammad Ariful Haque

Figure 1 for Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Figure 2 for Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Figure 3 for Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Figure 4 for Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers
Viaarxiv icon

An Ensemble SVM-based Approach for Voice Activity Detection

Feb 05, 2019
Jayanta Dey, Md Sanzid Bin Hossain, Mohammad Ariful Haque

Figure 1 for An Ensemble SVM-based Approach for Voice Activity Detection
Figure 2 for An Ensemble SVM-based Approach for Voice Activity Detection
Figure 3 for An Ensemble SVM-based Approach for Voice Activity Detection
Figure 4 for An Ensemble SVM-based Approach for Voice Activity Detection
Viaarxiv icon