Ilia Markov
27 papers · 2018–2026 · 10 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 9 separate collaboration groups - the largest holds only 26% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Ilia Markov?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Dan Alistarh, Ali Ramezani-Kebrya, Volkan Cevher
6 papers
· 2020–2025
· ICML, ICLR, EMNLP
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Layer-wise Quantization for Quantized Optimistic Dual Averaging
ICML 2025
Wasserstein Distances, Neuronal Entanglement, and Sparsity
ICLR 2025
QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models
EMNLP 2024
Quantized Distributed Training of Large Models with Convergence Guarantees
ICML 2023
Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent
AAAI 2021
Adaptive Gradient Quantization for Data-Parallel SGD
NeurIPS 2020