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adversarial learning

1592 papers

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Also known as

DAL ADAL ALI ASA GAN AGR AL ADC AAL

Co-occurring keywords

domain adaptation (4578) generative adversarial network (1939) adversarial training (1261) backdoor attack (377) neural network (6616) representation learning (6174) adversarial attack (1599) large language model (12755) adversarial robustness (1335) text classification (6776)

Papers

Efficient Algorithms for Adversarial Contextual Learning ICML 2016
Provably manipulation-resistant reputation systems COLT 2016
Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction NIPS 2016
Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games NIPS 2016
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NIPS 2016
Adversarial Prediction Games for Multivariate Losses NIPS 2015
Online Learning for Adversaries with Memory: Price of Past Mistakes NIPS 2015
Reactive bandits with attitude AISTATS 2015
Learning and inference in the presence of corrupted inputs COLT 2015
Minimax Time Series Prediction NIPS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
Is Feature Selection Secure against Training Data Poisoning? ICML 2015
Response-Based Approachability with Applications to Generalized No-Regret Problems JMLR 2015
Learning Optimal Commitment to Overcome Insecurity NIPS 2014
Follow the Leader If You Can, Hedge If You Must JMLR 2014
Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes AISTATS 2014
Set-Valued Approachability and Online Learning with Partial Monitoring JMLR 2014
Feature Cross-Substitution in Adversarial Classification NIPS 2014
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Convex Adversarial Collective Classification ICML 2013
Open Problem: Adversarial Multiarmed Bandits with Limited Advice COLT 2013
Adaptive Market Making via Online Learning NIPS 2013
A Simple Geometric Interpretation of SVM using Stochastic Adversaries AISTATS 2012
Static Prediction Games for Adversarial Learning Problems JMLR 2012