Alert button
Picture for Sanjoy Dasgupta

Sanjoy Dasgupta

Alert button

Online nearest neighbor classification

Jul 03, 2023
Sanjoy Dasgupta, Geelon So

Viaarxiv icon

Active learning using region-based sampling

Mar 05, 2023
Sanjoy Dasgupta, Yoav Freund

Figure 1 for Active learning using region-based sampling
Figure 2 for Active learning using region-based sampling
Figure 3 for Active learning using region-based sampling
Viaarxiv icon

Data-Copying in Generative Models: A Formal Framework

Mar 01, 2023
Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri

Figure 1 for Data-Copying in Generative Models: A Formal Framework
Figure 2 for Data-Copying in Generative Models: A Formal Framework
Figure 3 for Data-Copying in Generative Models: A Formal Framework
Figure 4 for Data-Copying in Generative Models: A Formal Framework
Viaarxiv icon

Streaming Encoding Algorithms for Scalable Hyperdimensional Computing

Sep 28, 2022
Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing

Figure 1 for Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Figure 2 for Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Figure 3 for Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Figure 4 for Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Viaarxiv icon

Convergence of online $k$-means

Feb 22, 2022
Sanjoy Dasgupta, Gaurav Mahajan, Geelon So

Figure 1 for Convergence of online $k$-means
Figure 2 for Convergence of online $k$-means
Viaarxiv icon

Framework for Evaluating Faithfulness of Local Explanations

Feb 01, 2022
Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz

Figure 1 for Framework for Evaluating Faithfulness of Local Explanations
Figure 2 for Framework for Evaluating Faithfulness of Local Explanations
Figure 3 for Framework for Evaluating Faithfulness of Local Explanations
Figure 4 for Framework for Evaluating Faithfulness of Local Explanations
Viaarxiv icon

Algorithmic insights on continual learning from fruit flies

Jul 15, 2021
Yang Shen, Sanjoy Dasgupta, Saket Navlakha

Figure 1 for Algorithmic insights on continual learning from fruit flies
Figure 2 for Algorithmic insights on continual learning from fruit flies
Figure 3 for Algorithmic insights on continual learning from fruit flies
Figure 4 for Algorithmic insights on continual learning from fruit flies
Viaarxiv icon

Theoretical Foundations of Hyperdimensional Computing

Oct 14, 2020
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing

Figure 1 for Theoretical Foundations of Hyperdimensional Computing
Viaarxiv icon