Efstathia Soufleri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Privacy Preserving

Uniform Quantization

Top Venues

Trans. Mach. Learn. Res.

Publications

Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy
DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis. Trans. Mach. Learn. Res. 2024 (2024)
Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy
Unveiling Privacy, Memorization, and Input Curvature Links. CoRR (2024)
Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy
Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation. CoRR (2024)
Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature. CoRR (2024)
Efstathia Soufleri, Gobinda Saha, Kaushik Roy
Synthetic Dataset Generation for Privacy-Preserving Machine Learning. CoRR (2022)
Adarsh Kosta, Efstathia Soufleri, Indranil Chakraborty, Amogh Agrawal, Aayush Ankit, Kaushik Roy
HyperX: A Hybrid RRAM-SRAM partitioned system for error recovery in memristive Xbars. DATE (2022)
Efstathia Soufleri, Kaushik Roy
Network Compression via Mixed Precision Quantization Using a Multi-Layer Perceptron for the Bit-Width Allocation. IEEE Access 9 (2021)
Priyadarshini Panda, Efstathia Soufleri, Kaushik Roy
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis. CoRR (2019)
Priyadarshini Panda, Efstathia Soufleri, Kaushik Roy
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis. IJCNN (2019)