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Articles · Rebeauty Atlas

BIO GEN HUM AI SCI DSN

SU Subhadip Jana

Beyond Pairwise: How a 4D Tensor Unravels the Hidden Symphony of Tri-Omics Data

Imagine you’re a conductor trying to understand an orchestra. You could listen to the violins (the transcriptome—mRNA), the woodwinds (the…

Apr 05, 2026 · 5 min read · 4 claps #tensor-decomposition #multi-omic #computational-biology

Beyond Pairwise: How a 4D Tensor Unravels the Hidden Symphony of Tri-Omics Data

SCI DSN

PE Peratham Wiriyathammabhum

Candecomp-PARAFAC decomposition

level: ควรรู้ multilinear algebra ก่อน

Feb 07, 2026 · 2 min read · 5 claps #candecomp-parafac #tensor-decomposition #tensorly

MDA AI SCI DSN

YU Yuxuan Gu

TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs

Published at IEEE International Joint Conference on Neural Networks (IJCNN) 2025

Oct 15, 2025 · 6 min read · 0 claps #large-language-models #tensor-decomposition #model-compression

TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs

DSN

PE Peratham Wiriyathammabhum

Tensor-Train Decomposition

level: core paper

Sep 05, 2025 · 9 min read · 0 claps #tensor-train #tensor-decomposition #linear-tensor-network

DSN

JU Julio Candanedo

Fast Diagonal Convolutions (in JAX)

Why Convolutions?

Feb 27, 2025 · 9 min read · 1 claps #time-series-model #convolution #jax

AI DSN

AA Aardvark Infinity · Aardvark Infinity

Tensor Decomposition Advancement

Matrix Maven GPT

May 24, 2024 · 9 min read · 0 claps #tensor-decomposition #military #ai

ECO HUM AI DSN

YI Yifan Yang

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large…

Smaller Adapters can achieve better performance

Apr 21, 2024 · 6 min read · 0 claps #machine-learning #nlp #efficient-training

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large…

AI HUM SCI TCH DSN

HE Hengbin Fang

AlphaTensor —AI discovering faster mathematical algorithms

What if an AI could make itself faster? 🤔

Oct 23, 2023 · 11 min read · 69 claps #artificial-intelligence #matrix-multiplication #ai

AlphaTensor —AI discovering faster mathematical algorithms

HUM SCI DSN MDA

LA Lazy Sith

Higher Rank Substitutions for Tensor Decompositions: Exploring New Dimensions of Gaussian…

A Novel Approach to Tensor Rank Computation and Its Impact on Waring Ranks and Strassen’s Conjecture

Jul 25, 2023 · 2 min read · 0 claps #tensor-decomposition #waring-ranks #strassens-conjecture

DSN

AN Anil Kumar B

Coredump: Provable ML

Dump 05.03.2022.09.23.am

Mar 05, 2022 · 1 min read · 10 claps #core-dump #z-completeness #tensor-decomposition