Articles by Ravi Kumar

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Ravi Kumar

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Combinatorial Optimization via LLM-driven Iterated Fine-tuning

7 days ago by Pranjal Awasthi and others

Machine Learning, Data Structures and Algorithms

Role of electrolyte concentration on reversible Al3+ ion intercalation in graphene mediated anatase Titanium dioxide.

10 March 2025 by Homen Lahan and others

Materials Science, Nanoscience

On the Differential Privacy and Interactivity of Privacy Sandbox Reports

4 March 2025 by Badih Ghazi and others

Cryptography and Security

Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models

4 March 2025 by Lynn Chua and others

Computation and Language, Machine Learning

On Memorization of Large Language Models in Logical Reasoning

4 March 2025 by Chulin Xie and others

Computation and Language

PREM: Privately Answering Statistical Queries with Relative Error

20 February 2025 by Badih Ghazi and others at

Google

Machine Learning

Linear-Time User-Level DP-SCO via Robust Statistics

13 February 2025 by Badih Ghazi and others

Machine Learning, Cryptography and Security

LAuReL: Learned Augmented Residual Layer

5 February 2025 by Gaurav Menghani and others

Machine Learning, Artificial Intelligence

Scaling Embedding Layers in Language Models

3 February 2025 by Da Yu and others

Computation and Language, Machine Learning

Scaling Laws for Differentially Private Language Models

31 January 2025 by Ryan Mckenna and others

Machine Learning, Cryptography and Security

Discovery and Detailed Study of the M31 Classical Nova AT 2023tkw: Evidence for Internal Shocks

3 January 2025 by Judhajeet Basu and others

High Energy Astrophysical Phenomena, Astrophysics of Galaxies

Photon-photon coupling induced bound state in the continuum and transparency

1 January 2025 by Ekta Tunwal and others

Quantum Physics, Materials Science

Aharonov-Bohm Interference in Even-Denominator Fractional Quantum Hall States

27 December 2024 by Jehyun Kim and others

Mesoscale and Nanoscale Physics, Strongly Correlated Electrons

Balls-and-Bins Sampling for DP-SGD

21 December 2024 by Lynn Chua and others

Machine Learning, Cryptography and Security

Fock-space perturbed relativistic coupled-cluster calculations of electric dipole polarizability and nuclear spin-dependent parity non-conservation in Cs

14 December 2024 by Suraj Pandey and others

Atomic Physics

How Unique is Whose Web Browser? The role of demographics in browser fingerprinting among US users

18 November 2024 by Alex Berke and others

Computers and Society

Scalable DP-SGD: Shuffling vs. Poisson Subsampling

6 November 2024 by Lynn Chua and others

Machine Learning, Cryptography and Security

Differentially Private Optimization with Sparse Gradients

31 October 2024 by Badih Ghazi and others

Machine Learning, Optimization and Control

Quarter- and half-filled quantum Hall states and their competing interactions in bilayer graphene

25 October 2024 by Ravi Kumar and others

Mesoscale and Nanoscale Physics, Strongly Correlated Electrons

STAR: SocioTechnical Approach to Red Teaming Language Models

23 October 2024 by Laura Weidinger and others at

Google

Artificial Intelligence, Computation and Language

Search for h_b(2P)\toγχ_{bJ}(1P) at \sqrt{s} = 10.860 GeV

21 October 2024 by Belle Collaboration and others

High Energy Physics

From Phytochemicals to Recipes: Health Indications and Culinary Uses of Herbs and Spices

18 October 2024 by Rishemjit Kaur and others

Physics and Society

Anomalous behaviour of transport properties in a supercooled water-glycerol mixture

17 October 2024 by Alberto Zaragoza and others

Soft Condensed Matter, Statistical Mechanics

Squeezing the quantum noise of a gravitational-wave detector below the standard quantum limit

16 October 2024 by Wenxuan Jia and others

General Relativity and Quantum Cosmology, Instrumentation and Methods for Astrophysics

Differential Privacy on Trust Graphs

15 October 2024 by Badih Ghazi and others

Cryptography and Security, Data Structures and Algorithms

Few-shot Novel View Synthesis using Depth Aware 3D Gaussian Splatting

14 October 2024 by Raja Kumar and Vanshika Vats

Computer Vision and Pattern Recognition, Artificial Intelligence

EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval

13 October 2024 by Ramnath Kumar and others

Machine Learning, Information Retrieval

Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization

13 October 2024 by Ramnath Kumar and others

Machine Learning, Artificial Intelligence

Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy

12 October 2024 by Yangsibo Huang and others

Cryptography and Security

Multiple Spectrally Null Constrained Complete Complementary Codes of Various Lengths Over Small Alphabet

12 October 2024 by Rajen Kumar and others

Information Theory

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