Konstantin Berestizshevsky, Koffi Sadzi, Guy Even, Moni Shahar, "Optimization of Resource-Constrained Policies for COVID-19 Testing and Quarantining", vol.23, no.5, pp.326-339, Oct. 2021, 10.23919/JCN.2021.000029. [source code]
Konstantin Berestizshevsky and Shlomo Weiss, "Decoupled Branch Predictor for Embedded DSP," In IEEE Embedded Systems Letters, Sep 2017, doi: 10.1109/LES.2017.2755062
Konstantin Berestizshevsky, Guy Even, Yaniv Fais, Jonatan Ostrometzky, "SDNoC: Software defined network on a chip", In Microprocessors and Microsystems, May 2017, doi: 10.1016/j.micpro.2017.03.005
Konstantin Berestizshevsky and Guy Even, "Dynamically Sacrificing Accuracy for Reduced Computation: Cascaded Inference Based on Softmax Confidence", International Conference on Artificial Neural Networks, Sep 2019, doi: 10.1007/978-3-030-30484-3_26 [Oral presentation 24% acceptance rate] [slides] [arxiv] [source code] [video]
Konstantin Berestizshevsky and Guy Even, "Sign Based Derivative Filtering for Stochastic Gradient Descent", International Conference on Artificial Neural Networks, Sep 2019, doi: 10.1007/978-3-030-30484-3_18. [poster] [slides] [video]
Konstantin Berestizshevsky, Renzo Andri, Lukas Cavigelli. "Top-Theta Attention: Sparsifying Transformers by Compensated Thresholding", arXiv preprint arXiv:2502.08363, Feb 2025. [source code]
Anastasios Zouzias, Kleovoulos Kalaitzidis, Konstantin Berestizshevsky, Renzo Andri, Leeor Peled, Zhe Wang. "Identifying and Exploiting Sparse Branch Correlations for Optimizing Branch Prediction." arXiv preprint arXiv:2207.14033, Jul 2022.
Jonatan Ostrometzky*, Konstantin Berestizshevsky*, Andrey Bernstein, Gil Zussman, “Physics-Informed Deep Neural Network Method for Limited Observability State Estimation”, arXiv preprint arXiv:1910.06401, Oct 2019. (*Equal contributors) [source code]
Kleovoulos Kalaitzidis, Konstantin Berestizshevsky, Leeor Peled, Elki Waserman, Lixia Yang. "Efficient Load Value Prediction Based on Program Context and Misprediction Control Mechanism for Pipelined Microprocessor Designs"