default search action
Samuel N. Cohen
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c3]Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen:
Generalization Error of Graph Neural Networks in the Mean-field Regime. ICML 2024 - [i10]Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen:
Generalization Error of Graph Neural Networks in the Mean-field Regime. CoRR abs/2402.07025 (2024) - [i9]Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen:
Generalization Error of the Tilted Empirical Risk. CoRR abs/2409.19431 (2024) - [i8]Gholamali Aminian, Lukasz Szpruch, Samuel N. Cohen:
Understanding Transfer Learning via Mean-field Analysis. CoRR abs/2410.17128 (2024) - 2023
- [j7]Samuel N. Cohen, Deqing Jiang, Justin A. Sirignano:
Neural Q-learning for solving PDEs. J. Mach. Learn. Res. 24: 236:1-236:49 (2023) - [c2]Samuel N. Cohen, Marc Sabate Vidales, David Siska, Lukasz Szpruch:
Inefficiency of CFMs: Hedging Perspective and Agent-Based Simulations. FC Workshops 2023: 303-319 - [i7]Deqing Jiang, Justin A. Sirignano, Samuel N. Cohen:
Global Convergence of Deep Galerkin and PINNs Methods for Solving Partial Differential Equations. CoRR abs/2305.06000 (2023) - [i6]Gholamali Aminian, Samuel N. Cohen, Lukasz Szpruch:
Mean-field Analysis of Generalization Errors. CoRR abs/2306.11623 (2023) - 2022
- [i5]Samuel N. Cohen, Deqing Jiang, Justin A. Sirignano:
Neural Q-learning for solving elliptic PDEs. CoRR abs/2203.17128 (2022) - [i4]James Jordon, Lukasz Szpruch, Florimond Houssiau, Mirko Bottarelli, Giovanni Cherubin, Carsten Maple, Samuel N. Cohen, Adrian Weller:
Synthetic Data - what, why and how? CoRR abs/2205.03257 (2022) - [i3]Florimond Houssiau, James Jordon, Samuel N. Cohen, Owen Daniel, Andrew Elliott
, James Geddes, Callum D. Mole, Camila Rangel Smith, Lukasz Szpruch:
TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data. CoRR abs/2211.06550 (2022) - [i2]Florimond Houssiau, Samuel N. Cohen, Lukasz Szpruch, Owen Daniel, Michaela G. Lawrence
A Framework for Auditable Synthetic Data Generation. CoRR abs/2211.11540 (2022) - 2021
- [c1]Haoyang Cao, Samuel N. Cohen, Lukasz Szpruch:
Identifiability in inverse reinforcement learning. NeurIPS 2021: 12362-12373 - [i1]Haoyang Cao, Samuel N. Cohen, Lukasz Szpruch:
Identifiability in inverse reinforcement learning. CoRR abs/2106.03498 (2021)
2010 – 2019
- 2019
- [j6]Andrew L. Allan
Parameter Uncertainty in the Kalman-Bucy Filter. SIAM J. Control. Optim. 57(3): 1646-1671 (2019) - 2017
- [j5]Samuel N. Cohen
Nash equilibria for nonzero-sum ergodic stochastic differential games. J. Appl. Probab. 54(4): 977-994 (2017) - 2015
- [j4]Robert J. Elliott, Tak Kuen Siu, Samuel N. Cohen:
Backward stochastic difference equations for dynamic convex risk measures on a binomial tree. J. Appl. Probab. 52(3): 771-785 (2015) - 2014
- [j3]Samuel N. Cohen:
Undiscounted Markov Chain BSDEs to Stopping Times. J. Appl. Probab. 51(1): 262-281 (2014) - 2013
- [j2]Samuel N. Cohen, Ying Hu
Ergodic BSDEs Driven by Markov Chains. SIAM J. Control. Optim. 51(5): 4138-4168 (2013) - 2011
- [j1]Samuel N. Cohen, Robert J. Elliott
Backward Stochastic Difference Equations and Nearly Time-Consistent Nonlinear Expectations. SIAM J. Control. Optim. 49(1): 125-139 (2011)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-01 00:17 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: