Carmina Fjellström

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All published works

Action	Title	Year	Authors
+ PDF Chat	Long Short-Term Memory Neural Network for Financial Time Series	2022	Carmina Fjellström
+	Tug-of-war with Kolmogorov	2022	Carmina Fjellström Kaj Nyström Matias Vestberg
+	Asymptotic mean value formulas, nonlocal space-time parabolic operators and anomalous tug-of-war games	2022	Carmina Fjellström Kaj Nyström Yuqiong Wang
+	Deep learning, stochastic gradient descent and diffusion maps	2022	Carmina Fjellström Kaj Nyström
+	Long Short-Term Memory Neural Network for Financial Time Series	2022	Carmina Fjellström
+	Deep learning, stochastic gradient descent and diffusion maps	2022	Carmina Fjellström Kaj Nyström
+	Tug-of-war with Kolmogorov	2022	Carmina Fjellström Kaj Nyström Matias Vestberg
+	Asymptotic mean value formulas, nonlocal space-time parabolic operators and anomalous tug-of-war games	2022	Carmina Fjellström Kaj Nyström Yuqiong Wang

Common Coauthors

Coauthor	Papers Together
Kaj Nyström	6
Matias Vestberg	2
Yuqiong Wang	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	An Asymptotic Mean Value Characterization for a Class of Nonlinear Parabolic Equations Related to Tug-of-War Games	2010	Juan J. Manfredi Mikko Parviainen Julio D. Rossi	2
+	Tug-of-war and the infinity Laplacian	2008	Yuval Peres Oded Schramm Scott Sheffield⋆ David B. Wilson	2
+ PDF Chat	LSTM: A Search Space Odyssey	2016	Klaus Greff Rupesh K. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber	1
+ PDF Chat	Decay estimates for time-fractional and other non-local in time subdiffusion equations in $$\mathbb {R}^d$$ R d	2016	Jukka Kemppainen Juhana Siljander Vicente Vergara Rico Zacher	1
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	1
+ PDF Chat	An operational calculus for infinitesimal generators of semigroups.	1959	A. V. Balakrishnan	1
+	Reflected spectrally negative stable processes and their governing equations	2015	Boris Baeumer Mihály Kovács Mark M. Meerschaert René L. Schilling Peter Straka	1
+ PDF Chat	Tug-of-war with noise: A game-theoretic view of the p-Laplacian	2008	Yuval Peres Scott Sheffield⋆	1
+ PDF Chat	Borel Stochastic Games with Lim Sup Payoff	1993	A. Maitra William D. Sudderth	1
+ PDF Chat	Hypoelliptic second order differential equations	1967	Lars Hörmander	1
+ PDF Chat	Nonlocal Tug‐of‐War and the Infinity Fractional Laplacian	2011	Clayton Bjorland Luis Caffarelli Alessio Figalli	1
+	User’s guide to viscosity solutions of second order partial differential equations	1992	Michael G. Crandall Hitoshi Ishii Pierre-Louis Lions	1
+	Solutions of nonlinear PDEs in the sense of averages	2011	Bernd Kawohl Juan J. Manfredi Mikko Parviainen	1
+ PDF Chat	Detecting intrinsic slow variables in stochastic dynamical systems by anisotropic diffusion maps	2009	Amit Singer Radek Erban Ioannis G. Kevrekidis Ronald R. Coifman	1
+	Non-local gradient dependent operators	2012	Clayton Bjorland Luis Caffarelli Alessio Figalli	1
+	Limit theorems for coupled continuous time random walks	2004	Peter Becker–Kern Mark M. Meerschaert Hans‐Peter Scheffler	1
+	Geometric harmonics: A novel tool for multiscale out-of-sample extension of empirical functions	2006	Ronald R. Coifman Stéphane Lafon	1
+ PDF Chat	Fractional powers of closed operators and the semigroups generated by them	1960	A. V. Balakrishnan	1
+ PDF Chat	Coupled continuous time random walks in finance	2006	Mark M. Meerschaert Enrico Scalas	1
+ PDF Chat	On the evolution governed by the infinity Laplacian	2006	Petri Juutinen Bernd Kawohl	1
+	The random walk's guide to anomalous diffusion: a fractional dynamics approach	2000	Ralf Metzler J. Klafter	1
+ PDF Chat	Extension properties and boundary estimates for a fractional heat operator	2016	Kaj Nyström Olow Sande	1
+ PDF Chat	Space-time fractional derivative operators	2005	Boris Baeumer Mark M. Meerschaert Jeff Mortensen	1
+ PDF Chat	On the definition and properties of $p$-harmonious functions	2012	Juan J. Manfredi Mikko Parviainen Julio D. Rossi	1
+ PDF Chat	Entropy-SGD: biasing gradient descent into wide valleys	2019	Pratik Chaudhari Anna Choromanska Stefano Soatto Yann LeCun Carlo Baldassi Christian Borgs Jennifer Chayes Levent Sagun Riccardo Zecchina	1
+	Train longer, generalize better: closing the generalization gap in large batch training of neural networks	2017	Elad Hoffer Itay Hubara Daniel Soudry	1
+	Empirical Analysis of the Hessian of Over-Parametrized Neural Networks	2017	Levent Sagun Utku Evci V. Uğur Güney Yann Dauphin Léon Bottou	1
+	Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes	2017	Lei Wu Zhanxing Zhu E Weinan	1
+	Exploring Generalization in Deep Learning	2017	Behnam Neyshabur Srinadh Bhojanapalli David McAllester Nathan Srebro	1
+	Visualizing the Loss Landscape of Neural Nets	2017	Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein	1
+	Hessian-based Analysis of Large Batch Training and Robustness to Adversaries	2018	Zhewei Yao Amir Gholami Qi Lei Kurt Keutzer Michael W. Mahoney	1
+	Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs	2018	Timur Garipov Pavel Izmailov D. A. Podoprikhin Dmitry Vetrov Andrew Gordon Wilson	1
+ PDF Chat	On the diffusion approximation of nonconvex stochastic gradient descent	2019	Wenqing Hu Chris Junchi Li Lei Li Jian‐Guo Liu	1
+	On the loss landscape of a class of deep neural networks with no bad local valleys	2018	Quynh L. Nguyen Mahesh Chandra Mukkamala Matthias Hein	1
+	Gradient Descent Happens in a Tiny Subspace	2018	Guy Gur-Ari Daniel A. Roberts Ethan Dyer	1
+	Asymmetric Valleys: Beyond Sharp and Flat Local Minima	2019	Haowei He Gao Huang Yuan Yang	1
+	Proceedings of the 25th international conference on Machine learning	2008	William W. Cohen Andrew McCallum Sam T. Roweis	1
+	The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects	2018	Zhanxing Zhu Jingfeng Wu Bing Yu Lei Wu Jinwen Ma	1
+	Topology and Geometry of Half-Rectified Network Optimization	2016	C. Daniel Freeman Joan Bruna	1
+	New Developments in the Analysis of Nonlocal Operators	2019	Donatella Danielli Arshak Petrosyan Camelia A. Pop	1
+ PDF Chat	Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis	2018	Dat Thanh Tran Alexandros Iosifidis Juho Kanniainen Moncef Gabbouj	1
+	Deep Learning without Poor Local Minima	2016	Kenji Kawaguchi	1
+	Identifying and attacking the saddle point problem in high-dimensional non-convex optimization	2014	Yann Dauphin Razvan Pascanu Çaǧlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio	1
+	Variable bandwidth diffusion kernels	2015	Tyrus Berry John Harlim	1
+	Representation of solutions and large-time behavior for fully nonlocal diffusion equations	2017	Jukka Kemppainen Juhana Siljander Rico Zacher	1
+ PDF Chat	Regularity Theory and Extension Problem for Fractional Nonlocal Parabolic Equations and the Master Equation	2017	Pablo Raúl Stinga José L. Torrea	1
+	Asymptotic mean value properties for fractional anisotropic operators	2018	Claudia Bucur Marco Squassina	1
+ PDF Chat	On the existence and uniqueness of $p$-harmonious functions	2014	Hannes Luiro Mikko Parviainen Eero Saksman	1
+	A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima	2020	Zeke Xie Issei Sato Masashi Sugiyama	1
+	Diffusion maps for changing data	2013	Ronald R. Coifman Matthew Hirn	1