Online scheduling of a fleet of autonomous vehicles using agent-based procurement auctions. - Meghana Madhyastha; Sriveda Chevuru Reddy; Shrisha Rao 001 (SOLI, 2017)

Inferring Concept Prerequisite Relations from Online Educational Resources. - Sudeshna Roy 001; Meghana Madhyastha; Sheril Lawrence; Vaibhav Rajan (AAAI, 2019)

Geodesic Learning via Unsupervised Decision Forests. - Meghana Madhyastha; Percy Li; James Browne; Veronika Strnadová-Neeley; Carey E. Priebe; Randal C. Burns; Joshua T. Vogelstein (CoRR, 2019)

Geodesic Forests. - Meghana Madhyastha; Gongkai Li; Veronika Strnadová-Neeley; James Browne; Joshua T. Vogelstein; Randal C. Burns; Carey E. Priebe (KDD, 2020)

PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment. - Meghana Madhyastha; Kunal Lillaney; James Browne; Joshua T. Vogelstein; Randal C. Burns (CoRR, 2020)

BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment. - Meghana Madhyastha; Kunal Lillaney; James Browne; Joshua T. Vogelstein; Randal C. Burns (KDD, 2021)

Prospective Learning: Back to the Future. - Joshua T. Vogelstein; Timothy D. Verstynen; Konrad P. Kording; Leyla Isik; John W. Krakauer; Ralph Etienne-Cummings; Elizabeth L. Ogburn; Carey E. Priebe; Randal C. Burns; Kwame S. Kutten; James J. Knierim; James B. Potash; et al. (CoRR, 2022)

Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search. - Robert Underwood; Meghana Madhyastha; Randal C. Burns; Bogdan Nicolae (HiPC, 2023)

DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. - Meghana Madhyastha; Robert Underwood; Randal C. Burns; Bogdan Nicolae (ICS, 2023)

Understanding Patterns of Deep Learning ModelEvolution in Network Architecture Search. - Robert Underwood; Meghana Madhyastha; Randal C. Burns; Bogdan Nicolae (CoRR, 2023)

EvoStore: Towards Scalable Storage of Evolving Learning Models. - Robert Underwood; Meghana Madhyastha; Randal C. Burns; Bogdan Nicolae (HPDC, 2024)

T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure. - Meghana Madhyastha; Tamas Budavari; Vladimir Braverman; Joshua T. Vogelstein; Randal C. Burns (ICDE, 2024)

Masked Matrix Multiplication for Emergent Sparsity. - Brian Wheatman; Meghana Madhyastha; Randal C. Burns (CoRR, 2024)

Towards Decentralized and Sustainable Foundation Model Training with the Edge. - Leyang Xue; Meghana Madhyastha; Randal C. Burns; Myungjin Lee; Mahesh K. Marina (CoRR, 2025)