7 citations · 20 across the 14 of their papers we have counts for
16 papers
The Mass Dependence of the Fundamental Metallicity Relation in Observations and Simulations
Laura Carnevale, Alex M. Garcia, Paul Torrey +8
The metal content of galaxies provides direct insight into the underlying physical processes that drive galaxy evolution. An example of this is the three-parameter relationship bet…
PLACO: A Multi-Stage Framework for Cost-Effective Performance in Human-AI Teams
Pranavkumar Mallela, Vinay Kumar, Shashi Shekhar Jha +1
Human-AI teams play a pivotal role in improving overall system performance when neither the human nor the model can achieve such performance on their own. With the advent of powerf…
Aggregating maximal cliques in real-world graphs
Noga Alon, Sabyasachi Basu, Shweta Jain +3
Maximal clique enumeration is a fundamental graph mining task, but its utility is often limited by computational intractability and highly redundant output. To address these challe…
SDSS-C4 3028: The Nearest Blue Galaxy Cluster Devoid of an Intracluster Medium
Shweta Jain, Yuanyuan Su, Andra Stroe +9
SDSS-C4 3028 is a galaxy cluster at , notable for its unusually high fraction of star-forming galaxies with 19 star-forming and 11 quiescent spectroscopically-confirmed me…
A Uniform Analysis of Gas-phase Metallicity Evolution with 1-3 Gyr Time Sampling over the Past 12 Billion Years
Shweta Jain, Ryan L. Sanders, Ali Ahmad Khostovan +6
We present a systematic investigation of the evolution of the mass-metallicity relation (MZR) and fundamental metallicity relation (FMR) using uniform metallicity diagnostics acros…
Cooperative SGD with Dynamic Mixing Matrices
Soumya Sarkar, Shweta Jain
One of the most common methods to train machine learning algorithms today is the stochastic gradient descent (SGD). In a distributed setting, SGD-based algorithms have been shown t…
Analysis of Propaganda in Tweets From Politically Biased Sources
Vivek Sharma, Mohammad Mahdi Shokri, Sarah Ita Levitan +2
News outlets are well known to have political associations, and many national outlets cultivate political biases to cater to different audiences. Journalists working for these news…
FLIGHT: Facility Location Integrating Generalized, Holistic Theory of Welfare
Avyukta Manjunatha Vummintala, Shivam Gupta, Shweta Jain +1
The Facility Location Problem (FLP) is a well-studied optimization problem with applications in many real-world scenarios. Past literature has explored the solutions from different…
Fairness Driven Slot Allocation Problem in Billboard Advertisement
Dildar Ali, Suman Banerjee, Shweta Jain +1
In billboard advertisement, a number of digital billboards are owned by an influence provider, and several commercial houses (which we call advertisers) approach the influence prov…
Self-regulated growth of galaxy sizes along the star-forming main sequence
Shweta Jain, Sandro Tacchella, Moein Mosleh
We present a systematic analysis of the spatially resolved star formation histories (SFHs) using Hubble Space Telescope imaging data of , intermediate redshifts $0.5 \leq…
Fair Federated Data Clustering through Personalization: Bridging the Gap between Diverse Data Distributions
Shivam Gupta, Tarushi, Tsering Wangzes +1
The rapid growth of data from edge devices has catalyzed the performance of machine learning algorithms. However, the data generated resides at client devices thus there are majorl…
Optimizing Probabilistic Propagation in Graphs by Adding Edges
Aditya Bhaskara, Alex Crane, Shweta Jain +3
Probabilistic graphs are an abstraction that allow us to study randomized propagation in graphs. In a probabilistic graph, each edge is "active" with a certain probability, indepen…
The motivation for flexible star-formation histories from spatially resolved scales within galaxies
Shweta Jain, Sandro Tacchella, Moein Mosleh
The estimation of galaxy stellar masses depends on the assumed prior of the star-formation history (SFH) and spatial scale of the analysis (spatially resolved versus integrated sca…
Affective Computational Advertising Based on Perceptual Metrics
Soujanya Narayana, Shweta Jain, Harish Katti +2
We present \textbf{ACAD}, an \textbf{a}ffective \textbf{c}omputational \textbf{ad}vertising framework expressly derived from perceptual metrics. Different from advertising methods…
Distributed Hardware Accelerated Secure Joint Computation on the COPA Framework
Rushi Patel, Pouya Haghi, Shweta Jain +4
Performance of distributed data center applications can be improved through use of FPGA-based SmartNICs, which provide additional functionality and enable higher bandwidth communic…
A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration
Suvadeep Banerjee, Steve Burns, Pasquale Cocchini +6
This work focuses on an efficient Agile design methodology for domain-specific accelerators. We employ feature-by-feature enhancement of a vertical development stack and apply it t…