Sandeep Kumar

Assistant Professor@Indian Institute of Technology Delhi·印度·OpenReview

研究方向

Graphical Models · Geometric Deep Learning · Large Scale Optimization · Sampling · Heavy-Tailed Time Series · Missing Data · Non-Convex Optimization · Decentralized Optimization

Sandeep Kumar

发表论文（16 篇）

GraphFLEx: Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s

AH-UGC: $\underline{\text{A}}$daptive and $\underline{\text{H}}$eterogeneous-$\underline{\text{U}}$niversal $\underline{\text{G}}$raph $\underline{\text{C}}$oarsening

SENSE: $\underline{\text{SEN}}$sing Similarity $\underline{\text{SE}}$eing Structure

AH-UGC: $\underline{\text{A}}$daptive and $\underline{\text{H}}$eterogeneous-$\underline{\text{U}}$niversal $\underline{\text{G}}$raph $\underline{\text{C}}$oarsening

SENSE: $\underline{\text{SEN}}$sing Similarity $\underline{\text{SE}}$eing Structure

GraphFLEx: Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s

GraphFLEx: Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s