← Authors

Anirban Dasgupta

8 papers · 2012–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer πŸ† Keyword Champion

Conferences

NIPS (3) ICML (2) AAAI (1) ACL (1) AISTATS (1)

Top co-authors

Rachit Chhaya (4) Supratim Shit (3) Ravi Kumar (3) Jayesh Choudhari (2) Flavio Chierichetti (1) Indradyumna Roy (1) Soumen Chakrabarti (1) Shahrzad Haddadan (1) Abir De (1) Rishi Agarwal (1)

Research topics

Applications (1)

Keywords

submodular optimization (1) probabilistic modeling (1) statistical modeling (1) feature selection (1) information retrieval (1) ridge regression (1) probability distribution (1) locality sensitive hashing (1) stratified sampling (1) spectral regularization (1) fourier transform (1) regularized regression (1) approximate retrieval (1) linear regression (1) mallows model (1) tensor factorization (1) least squares regression (1) coreset construction (1) probabilistic model (1) greedy algorithm (1)

Papers

Simple Weak Coresets for Non-decomposable Classification Measures AAAI 2024
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search NIPS 2023
On Coresets for Fair Regression and Individually Fair Clustering AISTATS 2022
Streaming Coresets for Symmetric Tensor Factorization ICML 2020
On Coresets for Regularized Regression ICML 2020
Mallows Models for Top-k Lists NIPS 2018
Summarization Through Submodularity and Dispersion ACL 2013
Selecting Diverse Features via Spectral Regularization NIPS 2012