Publications

1667 results for Machine Learning

FedGen: Generalizable Federated Learning for Sequential Data
- - Praveen Venkateswaran
  - Vatche Isahagian
  - et al.
- 2023
- CLOUD 2023
Conference paper
xCloudServing: Automated and Optimized ML Serving across Clouds
- - Gosia Lazuka
  - Andreea Simona Anghel
  - et al.
- 2023
- CLOUD 2023
Conference paper
Information Flow in Graph Neural Networks: A Clinical Triage Use Case
- - Victor Valls
  - Mykhaylo Zayats
  - et al.
- 2023
- ICDH 2023
Short paper
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
- - Nir Drucker
  - Itamar Zimerman
- 2023
- CSCML 2023
Short paper
Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization
- - Gabriel Mancino-Ball
  - Shengnan Miao
  - et al.
- 2023
- AAAI 2023
Conference paper
Concurrent Multi-Label Prediction in Event Streams
- - Xiao Shou
  - Tian Gao
  - et al.
- 2023
- AAAI 2023
Conference paper
End-to-End Deep Reinforcement Learning for Conversation Disentanglement
- - Karan Bhukar
  - Harshit Kumar
  - et al.
- 2023
- AAAI 2023
Conference paper
Holistic Adversarial Robustness of Deep Learning Models
- - Pin-Yu Chen
  - Sijia Liu
- 2023
- AAAI 2023
Conference paper
mSPD-NN: A Geometrically Aware Neural Framework for Biomarker Discovery from Functional Connectomics Manifolds
- - Niharika DSouza
  - Archana Venkataraman
- 2023
- IPMI 2023
Conference paper
Markov Decision Process Framework for Control-Based Reinforcement Learning
- - Yingdong Lu
  - Mark Squillante
  - et al.
- 2023
- SIGMETRICS 2023
Workshop paper