FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- Quoc Tran-Dinh
- Nhan Pham
- et al.
- 2021
- NeurIPS 2021
Publications
Serving Deep Learning Models with Deduplication from Relational Databases
- Lixi Zhou
- Jiaqing Chen
- et al.
- 2022
- VLDB 2022
Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes
- Padmanabha V. Seshadri
- Harikrishnan Balagopal
- et al.
- 2021
- CLOUD 2021
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- Kamala Varma
- Yi Zhou
- et al.
- 2021
- CLOUD 2021
SMILE: Set Membership from Ideal Lattices with Applications to Ring Signatures and Confidential Transactions
- Vadim Lyubashevsky
- Ngoc Khanh Nguyen
- et al.
- 2021
- CRYPTO 2021
Sumcheck Arguments and their Applications
- Jonathan Bootle
- Alessandro Chiesa
- et al.
- 2021
- CRYPTO 2021
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers
- Yuwei Li
- Shouling Ji
- et al.
- 2021
- USENIX Security 2021
Parameter-Efficient Transfer Learning with Diff Pruning
- Demi Guo
- Alexander Rush
- et al.
- 2021
- ACL-IJCNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation
- Wei Zhang
- Ziming Huang
- et al.
- 2021
- ACL-IJCNLP 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations
- Pierre Colombo
- Pablo Piantanida
- et al.
- 2021
- ACL-IJCNLP 2021