Efstathia Soufleri

According to our database, Efstathia Soufleri authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis.

Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy

Trans. Mach. Learn. Res., 2024

Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature.

Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy

CoRR, 2024

Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation.

Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy

CoRR, 2024

Unveiling Privacy, Memorization, and Input Curvature Links.

Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

HyperX: A Hybrid RRAM-SRAM partitioned system for error recovery in memristive Xbars.

Adarsh Kosta, Efstathia Soufleri, Indranil Chakraborty, Amogh Agrawal, Aayush Ankit, Kaushik Roy

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Network Compression via Mixed Precision Quantization Using a Multi-Layer Perceptron for the Bit-Width Allocation.

Efstathia Soufleri, Kaushik Roy

IEEE Access, 2021

2019

Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis.

Priyadarshini Panda, Efstathia Soufleri, Kaushik Roy

Proceedings of the International Joint Conference on Neural Networks, 2019