引用次数
引用: 5,798
H-指数: 8
I10-指数 : 6
出版物: 21
Improving classification quality for the task of finding intrinsic plagiarism
Igor'Olegovich Molybog , Anastasiya Petrovna Motrenko , Vadim Strijov
Informatika i Ee Primeneniya [Informatics and its Applications] 11 ( 3) 60 -72
2017
Analysis of heterogeneity of transport flows
Igor Molybog , Yury Chehovich
Advances in systems science and applications 17 ( 3) 9 -21
2017
When Does MAML Objective Have Benign Landscape
Javad Lavaei , Igor Molybog
arXiv: Learning
2
2020
Conic Optimization for Robust Quadratic Regression: Deterministic Bounds and Statistical Analysis
Igor Molybog , Ramtin Madani , Javad Lavaei
2018 IEEE Conference on Decision and Control (CDC) 841 -848
2
2018
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem
Igor Molybog , Javad Lavaei
national conference on artificial intelligence 33 ( 01) 1568 -1575
2019
Towards Robust and Scalable Power System State Estimation
Ming Jin , Igor Molybog , Reza Mohammadi-Ghazi , Javad Lavaei
conference on decision and control 3245 -3252
1
2019
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
Ziye Ma , Igor Molybog , Javad Lavaei , Somayeh Sojoudi
arXiv preprint arXiv:2302.07828
2023
The complexity of non-convex and conic optimization problems in data science applications
Igor Molybog
Smpte Journal
2022
Effective long-context scaling of foundation models
Wenhan Xiong , Jingyu Liu , Igor Molybog , Hejia Zhang
arXiv preprint arXiv:2309.16039
57
2023
A theory on adam instability in large-scale machine learning
Igor Molybog , Peter Albert , Moya Chen , Zachary DeVito
arXiv preprint arXiv:2304.09871
13
2023
Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron , Louis Martin , Kevin Stone , Peter Albert
arXiv preprint arXiv:2307.09288
5,146
2023
Llama 2: Open foundation and fine-tuned chat models. arXiv 2023
Hugo Touvron , Louis Martin , Kevin Stone , Peter Albert
arXiv preprint arXiv:2307.09288
45
Llama 2: Open foundation and fine-tuned chat models. arXiv
Hugo Touvron , Louis Martin , Kevin Stone , Peter Albert
arXiv preprint arXiv:2307.09288
42
2023
Conic Optimization for Robust Quadratic Regression
Igor Molybog , Ramtin Madani , Javad Lavaei
Role of Sparsity and Structure in the Optimization Landscape of Non-convex Matrix Sensing
Igor Molybog , Somayeh Sojoudi , Javad Lavaei
11
2019
Scalable and robust state estimation from abundant but untrusted data
Ming Jin , Igor Molybog , Reza Mohammadi-Ghazi , Javad Lavaei
IEEE Transactions on Smart Grid 11 ( 3) 1880 -1894
7
2019
Global convergence of MAML for LQR
Igor Molybog , Javad Lavaei
arXiv preprint arXiv:2006.00453
6
2020
No spurious solutions in non-convex matrix sensing: Structure compensates for isometry
Igor Molybog , Somayeh Sojoudi , Javad Lavaei
2021 American Control Conference (ACC) 2587 -2594
3
2021
Conic Optimization for Quadratic Regression Under Sparse Noise
Igor Molybog , Ramtin Madani , Javad Lavaei
3
2019
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding
Honggen Zhang , June Zhang , Igor Molybog
2116 -2127
2024