Instruct: Given a scientific paper title, retrieve paper titles that are cited by the given paper
Query: Fast asynchronous parallel stochastic gradient descent: a lock-free approach with convergence guarantee
Stochastic Proximal Gradient Descent with Acceleration Techniques
Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis
Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method
A DAG Model of Synchronous Stochastic Gradient Descent in Distributed Deep Learning
Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms
Decoupled Parallel Backpropagation with Convergence Guarantee
Accelerated Extra-Gradient Descent: A Novel Accelerated First-Order Method
communication - efficient distributed stochastic gradient descent with butterfly mixing .
A stochastic coordinate descent primal-dual algorithm and applications
Stochastic First-Order Methods with Random Constraint Projection
Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems
Performance Evaluation of Concurrent Lock-free Data Structures on GPUs
Adaptive subgradient methods for online learning and stochastic optimization
ADASECANT: Robust Adaptive Secant Method for Stochastic Gradient
A Stochastic Quasi-Newton Method for Large-Scale Optimization
Asynchronous Distributed ADMM for Consensus Optimization
Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral-Regularization Algorithms.
First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time
Sparse Communication for Distributed Gradient Descent
how social media reduces mass political polarization . evidence from germany , spain , and the u .
objects , components , and frameworks with uml : the catalysis approach .
Wireless vehicular Accident Detection and Reporting System
Towards face unlock: on the difficulty of reliably detecting faces on mobile phones
A dual coordinate descent method for large-scale linear SVM