Per-Axis Weight Deltas for Frequent Model Updates.

Radostin Cholakov

Stefan Kuyumdzhiev Radostin Cholakov Per-Axis Weight Deltas for Frequent Model Updates. 2025 December abs/2512.19720 CoRR https://doi.org/10.48550/arXiv.2512.19720 db/journals/corr/corr2512.html#abs-2512-19720 streams/journals/corr

Han Guo William Brandon Radostin Cholakov Jonathan Ragan-Kelley Eric P. Xing Yoon Kim Fast Matrix Multiplications for Lookup Table-Quantized LLMs. 12419-12433 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.724 https://aclanthology.org/2024.findings-emnlp.724 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#GuoBCRXK24

Han Guo William Brandon Radostin Cholakov Jonathan Ragan-Kelley Eric P. Xing Yoon Kim Fast Matrix Multiplications for Lookup Table-Quantized LLMs. 2024 abs/2407.10960 CoRR https://doi.org/10.48550/arXiv.2407.10960 db/journals/corr/corr2407.html#abs-2407-10960 streams/journals/corr

Delyan Boychev Radostin Cholakov ImagiNet: A Multi-Content Dataset for Generalizable Synthetic Image Detection via Contrastive Learning. 2024 abs/2407.20020 CoRR https://doi.org/10.48550/arXiv.2407.20020 db/journals/corr/corr2407.html#abs-2407-20020 streams/journals/corr

Radostin Cholakov Todor Kolev Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task. 12-18 2022 ICNLSP conf/icnlsp/2022 db/conf/icnlsp/icnlsp2022.html#CholakovK22 https://aclanthology.org/2022.icnlsp-1.2

Radostin Cholakov Todor Kolev The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling. 2022 abs/2201.00199 CoRR https://arxiv.org/abs/2201.00199 db/journals/corr/corr2201.html#abs-2201-00199

Radostin Cholakov Todor Kolev Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task. 2022 abs/2208.07097 CoRR https://doi.org/10.48550/arXiv.2208.07097 db/journals/corr/corr2208.html#abs-2208-07097

Radostin Cholakov Todor Kolev Transformers predicting the future. Applying attention in next-frame and time series forecasting. 2021 abs/2108.08224 CoRR https://arxiv.org/abs/2108.08224 db/journals/corr/corr2108.html#abs-2108-08224

Delyan Boychev William Brandon Han Guo Yoon Kim Todor Kolev Stefan Kuyumdzhiev Jonathan Ragan-Kelley Eric P. Xing