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Home/Authors/Kumar Avinava Dubey

Kumar Avinava Dubey

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

11

papers

2,695

total citations

papers (11)

Big Bird: Transformers for Longer Sequences

NEURIPS 2020arXiv

Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning

Chefs' Random Tables: Non-Trigonometric Random Features

NEURIPS 2022arXiv

Mnemosyne: Learning to Train Transformers with Transformers

NEURIPS 2023arXiv

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING

Scalable Neural Network Kernels

Robust Concept Erasure via Kernelized Rate-Distortion Maximization

NEURIPS 2023arXiv

A Fourier Approach to Mixture Learning

NEURIPS 2022arXiv

Enhancing Group Fairness in Online Settings Using Oblique Decision Forests

EUGens: Efficient, Unified and General Dense Layers

NEURIPS 2025arXiv

Dense-Exponential Random Features: Sharp Positive Estimators of the Gaussian Kernel