Serving Deep Learning Models with Deduplication from Relational Databases
- Lixi Zhou
- Jiaqing Chen
- et al.
- 2022
- VLDB 2022
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LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- Kamala Varma
- Yi Zhou
- et al.
- 2021
- CLOUD 2021
Employing Argumentation Knowledge Graphs for Neural Argument Generation
- Khalid Al Khatib
- Lukas Trautner
- et al.
- 2021
- ACL-IJCNLP 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection
- Yi Fung
- Chris Thomas
- 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
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers
- Yujia Bao
- Shiyu Chang
- et al.
- 2021
- ICML 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- 2021
- ICML 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- Yue Cao
- Payel Das
- et al.
- 2021
- ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- Chulin Xie
- Minghao Chen
- et al.
- 2021
- ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- Huck Yang
- Yun-Yun Tsai
- et al.
- 2021
- ICML 2021