Publications

1489 results for Machine Learning

Multimodal Deep Learning with Boosted Trees for Edge Inference
- - Penny Chong
  - Laura Wynter
  - et al.
- 2023
- ICDM 2023
Transformers over Directed Acyclic Graphs
- - Yuankai Luo
  - Veronika Thost
  - et al.
- 2023
- LoG 2023
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2023
- CCS 2023
A Novel Electrical Bias Technique to Recover Degraded ReRAM Arrays for Deep Learning
- - Fabia Farlin Athena
  - Nanbo Gong
  - et al.
- 2023
- MRS Fall Meeting 2023
In-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- - Ronaldo Giro
  - Hsiang Han Hsu
  - et al.
- 2023
- MRS Fall Meeting 2023
Enzeptional: enzyme optimization via a generative language modeling-based evolutionary algorithm
- - Yves Gaetan Nana Teukam
  - Federico Zipoli
  - et al.
- 2023
- MRS Fall Meeting 2023
Autoencoder based on Graph and Recurrent Neural Networks and Application to Property Prediction
- - Akihiro Kishimoto
  - Hiroshi Kajino
  - et al.
- 2023
- MRS Fall Meeting 2023
Efficient AES-GCM decryption under Homomorphic Encryption
- - Ehud Aharoni
  - Nir Drucker
  - et al.
- 2023
- CCS 2023
Tutorial-HEPack4ML '23: Advanced HE Packing Methods with Applications to ML
- - Ehud Aharoni
  - Nir Drucker
  - et al.
- 2023
- CCS 2023
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- - Daniel Gibert
  - Giulio Zizzo
  - et al.
- 2023
- CCS 2023