David B. Emerson

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Latent-Space Constraints in Personalized FL.
CoRR
Sana Ayromlou, David B. Emerson
2025 J jnl
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems.
CoRR
Val Andrei Fajardo, David B. Emerson, Amandeep Singh, Veronica Chatrath, Marcelo Lotif, Ravi Theja, Alex Cheung, Izuki Matsuba
2025 J jnl
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders.
CoRR
Xuwei Yang, Fatemeh Tavakoli, David B. Emerson, Anastasis Kratsios
2024 — conf
A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets.
MLHC
Fatemeh Tavakoli, David B. Emerson, Sana Ayromlou, John Taylor Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak
2023 J jnl
An Error Estimator for Electrically Coupled Liquid Crystals.
CoRR
J. H. Adler, David B. Emerson
2023 J jnl
FENDA-FL: Personalized Federated Learning on Heterogeneous Clinical Datasets.
CoRR
Fatemeh Tavakoli, David B. Emerson, John Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak
2021 J jnl
On oversampling imbalanced data with deep conditional generative models.
Expert Syst. Appl.
Val Andrei Fajardo, David Findlay, Charu Jaiswal, Xinshang Yin, Roshanak Houmanfar, Honglei Xie, Jiaxi Liang, Xichen She, David B. Emerson
2017 — conf
A drift-diffusion solver using a finite-element method to analyze carrier dynamics at ultra-high solar concentrations.
MWSCAS
Emily S. Carlson, Margaret Stevens, David B. Emerson, Xiaozhe Hu, James H. Adler, Thomas E. Vandervelde
2017 J jnl
Combining Deflation and Nested Iteration for Computing Multiple Solutions of Nonlinear Variational Problems.
SIAM J. Sci. Comput.
J. H. Adler, David B. Emerson, Patrick E. Farrell, Scott P. MacLachlan
2016 J jnl
Constrained Optimization for Liquid Crystal Equilibria.
SIAM J. Sci. Comput.
James H. Adler, David B. Emerson, Scott P. MacLachlan, Thomas A. Manteuffel
2015 J jnl
An Energy-Minimization Finite-Element Approach for the Frank-Oseen Model of Nematic Liquid Crystals.
SIAM J. Numer. Anal.
James H. Adler, Timothy J. Atherton, David B. Emerson, Scott P. MacLachlan
2015 J jnl
Energy Minimization for Liquid Crystal Equilibrium with Electric and Flexoelectric Effects.
SIAM J. Sci. Comput.
James H. Adler, Timothy J. Atherton, Thomas R. Benson, David B. Emerson, Scott P. MacLachlan