Tomasz Nowicki

27 papers Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion. SC Workshops Anton Lebedev, Won Kyung Lee, Soumyadip Ghosh, Olha Ivanyshyn Yaman, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki, Shashanka Ubaru, Lior Horesh, Vassil Alexandrov
2025	J	`jnl`	Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion. CoRR Anton Lebedev, Won Kyung Lee, Soumyadip Ghosh, Olha Ivanyshyn Yaman, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki, Shashanka Ubaru, Lior Horesh, Vassil Alexandrov
2025	J	`jnl`	On the variance of Schatten Monte Carlo Methods Appl. Lior Horesh, Vasileios Kalantzis, Yingdong Lu, Tomasz Nowicki
2025	J	`jnl`	Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions. CoRR Yanna Ding, Songtao Lu, Yingdong Lu, Tomasz Nowicki, Jianxi Gao
2025	—	`conf`	Power iteration with probabilistic updates for systems with heterogeneous performance. HPEC Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Georgios Kollias, Yingdong Lu, Tomasz Nowicki, Shashanka Ubaru
2025	J	`jnl`	Regenerative Ulam-von Neumann Algorithm: An Innovative Markov Chain Monte Carlo Method for Matrix Inversion. SIAM J. Matrix Anal. Appl. Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki
2024	J	`jnl`	Multi-Function Multi-Way Analog Technology for Sustainable Machine Intelligence Computation. CoRR Vassilis Kalantzis, Mark S. Squillante, Shashanka Ubaru, Tayfun Gokmen, Chai Wah Wu, Anshul Gupta, Haim Avron, Tomasz Nowicki, Malte J. Rasch, O. Murat Onen, Vanessa López-Marrero, Effendi Leobandung, Yasuteru Kohda, Wilfried Haensch, Lior Horesh
2024	J	`jnl`	On Convergence of the Alternating Directions SGHMC Algorithm. CoRR Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
2024	J	`jnl`	On The Variance of Schatten CoRR Lior Horesh, Vasileios Kalantzis, Yingdong Lu, Tomasz Nowicki
2024	J	`jnl`	Regenerative Ulam-von Neumann Algorithm: An Innovative Markov chain Monte Carlo Method for Matrix Inversion. CoRR Soumyadip Ghosh, Lior Horesh, Vassilis Kalantzis, Yingdong Lu, Tomasz Nowicki
2022	J	`jnl`	Neural Network Training With Asymmetric Crosspoint Elements. Frontiers Artif. Intell. O. Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesús A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
2022	J	`jnl`	Neural Network Training with Asymmetric Crosspoint Elements. CoRR O. Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesús A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
2022	J	`jnl`	On L2 convergence of the Hamiltonian Monte Carlo. Appl. Math. Lett. Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
2022	J	`jnl`	On Representations of Mean-Field Variational Inference. CoRR Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki, Edith Zhang
2021	J	`jnl`	HMC, an Algorithms in Data Mining, the Functional Analysis approach. CoRR Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
2021	J	`jnl`	HMC, an example of Functional Analysis applied to Algorithms in Data Mining. The convergence in L CoRR Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
2021	J	`jnl`	Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions. CoRR Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki
2021	—	`conf`	Solving sparse linear systems with approximate inverse preconditioners on analog devices. HPEC Vasileios Kalantzis, Anshul Gupta, Lior Horesh, Tomasz Nowicki, Mark S. Squillante, Chai Wah Wu, Tayfun Gokmen, Haim Avron
2021	J	`jnl`	Solving sparse linear systems with approximate inverse preconditioners on analog devices. CoRR Vasileios Kalantzis, Anshul Gupta, Lior Horesh, Tomasz Nowicki, Mark S. Squillante, Chai Wah Wu
2015	J	`jnl`	Approximation algorithms for the joint replenishment problem with deadlines. J. Sched. Marcin Bienkowski, Jaroslaw Byrka, Marek Chrobak, Neil B. Dobbs, Tomasz Nowicki, Maxim Sviridenko, Grzegorz Swirszcz, Neal E. Young
2014	J	`jnl`	Lattice-free sets, multi-branch split disjunctions, and mixed-integer programming. Math. Program. Sanjeeb Dash, Neil B. Dobbs, Oktay Günlük, Tomasz Nowicki, Grzegorz Swirszcz
2013	—	`conf`	Approximation Algorithms for the Joint Replenishment Problem with Deadlines. ICALP (1) Marcin Bienkowski, Jaroslaw Byrka, Marek Chrobak, Neil B. Dobbs, Tomasz Nowicki, Maxim Sviridenko, Grzegorz Swirszcz, Neal E. Young
2011	J	`jnl`	The optimality of the online greedy algorithm in carpool and chairman assignment problems. ACM Trans. Algorithms Don Coppersmith, Tomasz Nowicki, Giuseppe Paleologo, Charles Philippe Tresser, Chai Wah Wu
2006	J	`jnl`	Maximum weight independent sets and matchings in sparse random graphs. Exact results using the local weak convergence method. Random Struct. Algorithms David Gamarnik, Tomasz Nowicki, Grzegorz Swirszcz
2005	—	`conf`	Fundamentals of Dynamic Decentralized Optimization in Autonomic Computing Systems. Self-star Properties in Complex Information Systems Tomasz Nowicki, Mark S. Squillante, Chai Wah Wu
2004	—	`conf`	Maximum Weight Independent Sets and Matchings in Sparse Random Graphs. Exact Results Using the Local Weak Convergence Method. APPROX-RANDOM David Gamarnik, Tomasz Nowicki, Grzegorz Swirszcz
2003	J	`jnl`	Ergodic theory of one-dimensional dynamics. IBM J. Res. Dev. Marco Martens, Tomasz Nowicki