3 citations · 4 across the 5 of their papers we have counts for
5 papers
Matrix Product Sketching via Coordinated Sampling
Majid Daliri, Juliana Freire, Danrong Li +1
We revisit the well-studied problem of approximating a matrix product, , based on small space sketches and $\mathcal{S}(\mathbf{B}…
Sampling Methods for Inner Product Sketching
Majid Daliri, Juliana Freire, Christopher Musco +2
Recently, Bessa et al. (PODS 2023) showed that sketches based on coordinated weighted sampling theoretically and empirically outperform popular linear sketching methods like Johnso…
Simple Analysis of Priority Sampling
Majid Daliri, Juliana Freire, Christopher Musco +2
We prove a tight upper bound on the variance of the priority sampling method (aka sequential Poisson sampling). Our proof is significantly shorter and simpler than the original pro…
eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems
Haoxiang Zhang, Juliana Freire, Yash Garg
Recent advancements in software and hardware technologies have enabled the use of AI/ML models in everyday applications has significantly improved the quality of service rendered.…
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation
Aline Bessa, Majid Daliri, Juliana Freire +4
We present a new approach for computing compact sketches that can be used to approximate the inner product between pairs of high-dimensional vectors. Based on the Weighted MinHash…