conftrace_

sequential learning

80 papers

Explore in graph

Co-occurring keywords

regret bound (1926) bayesian inference (1907) continual learning (1181) multi-armed bandit (1098) recurrent neural network (1790) online learning (1777) catastrophic forgetting (958) large language model (13587) active learning (1301) neural network (6616)

Papers

Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization ICCV 2019
Uniform regret bounds over $\mathbb{R}^d$ for the sequential linear regression problem with the square loss ALT 2019
Machine Teaching of Active Sequential Learners NIPS 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
Sequential Learning of Convolutional Features for Effective Text Classification IJCNLP 2019
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML 2018
Online Reciprocal Recommendation with Theoretical Performance Guarantees NIPS 2018
Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
Online convex optimization for cumulative constraints NIPS 2018
Private Sequential Learning COLT 2018
Cortical microcircuits as gated-recurrent neural networks NIPS 2017
Iterative Machine Teaching ICML 2017
Fast Recursive Low-rank Tensor Learning for Regression IJCAI 2017
Knowledge Tracing in Sequential Learning of Inflected Vocabulary CONLL 2017
Monte-Carlo Tree Search by Best Arm Identification NIPS 2017
Multiple-Play Bandits in the Position-Based Model NIPS 2016
Estimating Maximum Expected Value through Gaussian Approximation ICML 2016
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning AISTATS 2016
Curriculum Learning of Multiple Tasks CVPR 2015
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015
Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring NIPS 2015
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Efficient Reductions for Imitation Learning AISTATS 2010