Mihai Nica - RankMe

55 papers A* 5A 1C 4Misc 1Journal 26Unranked 18

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization. J. Mach. Learn. Res. Cameron Jakub, Mihai Nica
2024	J	`jnl`	Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks. Trans. Mach. Learn. Res. Mufan Bill Li, Mihai Nica
2024	A*	`conf`	Dynamic Sparse Training with Structured Sparsity. ICLR Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani Ioannou
2024	J	`jnl`	Testing ADAS/ADS - from critical scenarios to automated testing oracles. Elektrotech. Informationstechnik Lorenz Klampfl, Florian Klück, Mihai Nica, Jianbo Tao, Franz Wotawa
2024	J	`jnl`	Using alternating de Bruijn sequences to construct de Bruijn tori. Des. Codes Cryptogr. Matthew Kreitzer, Mihai Nica, Rajesh Pereira
2023	—	`conf`	Applying CT-FLA for AEB Function Testing: A Virtual Driving Case Study. ICSTW Ludwig Kampel, Michael Wagner, Dimitris E. Simos, Mihai Nica, Dino Dodig, David Kaufmann, Franz Wotawa
2023	J	`jnl`	Bandit-Driven Batch Selection for Robust Learning under Label Noise. CoRR Michal Lisicki, Mihai Nica, Graham W. Taylor
2023	J	`jnl`	Bounding generalization error with input compression: An empirical study with infinite-width networks. Trans. Mach. Learn. Res. Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
2023	J	`jnl`	Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization. CoRR Cameron Jakub, Mihai Nica
2023	J	`jnl`	Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks. CoRR Mufan Bill Li, Mihai Nica
2023	J	`jnl`	Diffusion on the Probability Simplex. CoRR Griffin Floto, Thorsteinn Jonsson, Mihai Nica, Scott Sanner, Eric Zhengyu Zhu
2023	J	`jnl`	Dynamic Sparse Training with Structured Sparsity. CoRR Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani A. Ioannou
2023	J	`jnl`	Finding Critical Scenarios for Automated Driving Systems: A Systematic Mapping Study. IEEE Trans. Software Eng. Xinhai Zhang, Jianbo Tao, Kaige Tan, Martin Törngren, José Manuel Gaspar Sánchez, Muhammad Rusyadi Ramli, Xin Tao, Magnus Gyllenhammar, Franz Wotawa, Naveen Mohan, Mihai Nica, Hermann Felbinger
2023	J	`jnl`	Network Degeneracy as an Indicator of Training Performance: Comparing Finite and Infinite Width Angle Predictions. CoRR Cameron Jakub, Mihai Nica
2023	A*	`conf`	The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection. ICLR Griffin Floto, Stefan Kremer, Mihai Nica
2022	J	`jnl`	Bounding generalization error with input compression: An empirical study with infinite-width networks. CoRR Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
2022	A*	`conf`	The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization. NeurIPS Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2022	J	`jnl`	The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization. CoRR Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2021	—	`conf`	Analysing Experimental Results Obtained when Applying Search-based Testing to Verify Automated Driving Functions. DSA Florian Klück, Franz Wotawa, Gerhard Neubauer, Jianbo Tao, Mihai Nica
2021	J	`jnl`	Exponentially Tilted Gaussian Prior for Variational Autoencoder. CoRR Griffin Floto, Stefan Kremer, Mihai Nica
2021	J	`jnl`	Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review. CoRR Xinhai Zhang, Jianbo Tao, Kaige Tan, Martin Törngren, José Manuel Gaspar Sánchez, Muhammad Rusyadi Ramli, Xin Tao, Magnus Gyllenhammar, Franz Wotawa, Naveen Mohan, Mihai Nica, Hermann Felbinger
2021	J	`jnl`	The Future is Log-Gaussian: ResNets and Their Infinite-Depth-and-Width Limit at Initialization. CoRR Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2021	A*	`conf`	The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization. NeurIPS Mufan (Bill) Li, Mihai Nica, Daniel M. Roy
2020	J	`jnl`	A Derivative-Free Method for Solving Elliptic Partial Differential Equations with Deep Neural Networks. CoRR Jihun Han, Mihai Nica, Adam R. Stinchcombe
2020	J	`jnl`	A derivative-free method for solving elliptic partial differential equations with deep neural networks. J. Comput. Phys. Jihun Han, Mihai Nica, Adam R. Stinchcombe
2020	A*	`conf`	Finite Depth and Width Corrections to the Neural Tangent Kernel. ICLR Boris Hanin, Mihai Nica
2020	—	`conf`	On Using k-means Clustering for Test Suite Reduction. ICST Workshops Nour Chetouane, Franz Wotawa, Hermann Felbinger, Mihai Nica
2020	J	`jnl`	Solving Elliptic Equations with Brownian Motion: Bias Reduction and Temporal Difference Learning. CoRR Cameron Martin, Hongyuan Zhang, Julia Costacurta, Mihai Nica, Adam R. Stinchcombe
2019	—	`conf`	Comparing two systematic approaches for testing automated driving functions. ICCVE Hermann Felbinger, Florian Klück, Yihao Li, Mihai Nica, Jianbo Tao, Franz Wotawa, Martin Zimmermann
2019	J	`jnl`	Finite Depth and Width Corrections to the Neural Tangent Kernel. CoRR Boris Hanin, Mihai Nica
2019	C	`conf`	Genetic Algorithm-Based Test Parameter Optimization for ADAS System Testing. QRS Florian Klück, Martin Zimmermann, Franz Wotawa, Mihai Nica
2019	—	`conf`	On the Industrial Application of Combinatorial Testing for Autonomous Driving Functions. ICST Workshops Jianbo Tao, Yihao Li, Franz Wotawa, Hermann Felbinger, Mihai Nica
2019	C	`conf`	Performance Comparison of Two Search-Based Testing Strategies for ADAS System Validation. ICTSS Florian Klück, Martin Zimmermann, Franz Wotawa, Mihai Nica
2018	—	`conf`	Adapting Unit Tests by Generating Combinatorial Test Data. ICST Workshops Hermann Felbinger, Franz Wotawa, Mihai Nica
2018	J	`jnl`	Quality assurance methodologies for automated driving. Elektrotech. Informationstechnik Franz Wotawa, Bernhard Peischl, Florian Klück, Mihai Nica
2018	—	`conf`	Using Ontologies for Test Suites Generation for Automated and Autonomous Driving Functions. ISSRE Workshops Florian Klück, Yihao Li, Mihai Nica, Jianbo Tao, Franz Wotawa
2017	—	`conf`	Mutation Score, Coverage, Model Inference: Quality Assessment for T-Way Combinatorial Test-Suites. ICST Workshops Hermann Felbinger, Franz Wotawa, Mihai Nica
2016	—	`conf`	Empirical study of correlation between mutation score and model inference based test suite adequacy assessment. AST@ICSE Hermann Felbinger, Franz Wotawa, Mihai Nica
2016	—	`conf`	SIMULTATE: A Toolset for Fault Injection and Mutation Testing of Simulink Models. ICST Workshops Ingo Pill, Ivan Rubil, Franz Wotawa, Mihai Nica
2016	—	`conf`	Test-Suite Reduction Does Not Necessarily Require Executing the Program under Test. QRS Companion Hermann Felbinger, Franz Wotawa, Mihai Nica
2016	C	`ed.`	Testing Software and Systems - 28th IFIP WG 6.1 International Conference, ICTSS 2016, Graz, Austria, October 17-19, 2016, Proceedings ICTSS Franz Wotawa, Mihai Nica, Natalia Kushik
2015	—	`conf`	Analyzing the reduction of test suite redundancy. ISSRE Workshops Ingo Pill, Seema Jehan, Franz Wotawa, Mihai Nica
2015	J	`jnl`	Optimal Strategy in "Guess Who?". CoRR Mihai Nica
2013	J	`jnl`	On the use of mutations and testing for debugging. Softw. Pract. Exp. Mihai Nica, Simona Nica, Franz Wotawa
2012	J	`jnl`	Automated debugging based on a constraint model of the program and a test case. J. Log. Algebraic Methods Program. Franz Wotawa, Mihai Nica, Iulia Moraru
2011	—	`conf`	Debugging and test case generation using constraints and mutations. WISES Franz Wotawa, Simona Nica, Mihai Nica
2011	—	`conf`	Program Debugging Using Constraints - Is it Feasible? QSIC Franz Wotawa, Mihai Nica
2010	—	`conf`	Does Testing Help to Reduce the Number of Potentially Faulty Statements in Debugging? TAIC PART Mihai Nica, Simona Nica, Franz Wotawa
2010	—	`conf`	Generating Distinguishing Tests Using the Minion Constraint Solver. ICST Workshops Franz Wotawa, Mihai Nica, Bernhard K. Aichernig
2009	—	`conf`	On the Complexity of Program Debugging Using Constraints for Modeling the Program's Syntax and Semantics. CAEPIA Franz Wotawa, Jörg Weber, Mihai Nica, Rafael Ceballos
2009	—	`conf`	Recommending Effort Estimation Methods for Software Project Management. Web Intelligence/IAT Workshops Bernhard Peischl, Mihai Nica, Markus Zanker, Wolfgang Schmid
2008	C	`conf`	A Constraint Model for Automated Deployment of Automotive Control Software. SEKE Mihai Nica, Bernhard Peischl, Franz Wotawa
2008	A	`conf`	From constraint representations of sequential code and program annotations to their use in debugging. ECAI Mihai Nica, Franz Wotawa
2008	J	`jnl`	On the Compilation of Programs into their Equivalent Constraint Representation. Informatica (Slovenia) Franz Wotawa, Mihai Nica
2007	Misc	`conf`	Converting Programs into Constraint Satisfaction Problems. IDC Franz Wotawa, Mihai Nica