Fetching the paper…
Reading the bibliography…
We initiate a principled study of algorithmic collective action on digital platforms that deploy machine learning algorithms.
The logic of collective action: public goods and the theory of groups
Mancur Olson · 1965
Earlier work this paper cites.
Challenging Codes: Collective Action in the Information Age
Alberto Melucci · 1996
Earlier work this paper cites.
Turkopticon: Interrupting worker invisibility in Amazon Mechanical Turk
Lilly C. Irani and M. Six Silberman · 2013
Earlier work this paper cites.
Meital Ben Sinai, Nimrod Partush, Shir Yadid, and Eran Yahav · 2014
Earlier work this paper cites.
When algorithms shape collective action: Social media and the dynamics of cloud protesting
Stefania Milan · 2015
Earlier work this paper cites.
We are dynamo: Overcoming stalling and friction in collective action for crowd workers
Niloufar Salehi, Lilly C. Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Milland, and Clickhappier · 2015
Earlier work this paper cites.
Strategic classification
Moritz Hardt, Nimrod Megiddo, Christos Papadimitriou, and Mary Wootters · 2016
Earlier work this paper cites.
Machine learning with adversaries: Byzantine tolerant gradient descent
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, and Julien Stainer · 2017
Earlier work this paper cites.
Communication-Efficient Learning of Deep Networks from Decentralized Data
Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Aguera y Arcas · 2017
Earlier work this paper cites.
Making a digital working class: Uber drivers in Boston, 2016-2017
Hilary C Robinson · 2017
Earlier work this paper cites.
Platform labor: on the gendered and racialized exploitation of low-income service work in the ‘on-demand’economy
Niels Van Doorn · 2017
Earlier work this paper cites.
Thrown under the bus and outrunning it! The logic of Didi and taxi drivers’ labour and activism in the on-demand economy
Julie Yujie Chen · 2018
Earlier work this paper cites.
The sharing economy and digital platforms: A review and research agenda
Will Sutherland and Mohammad Hossein Jarrahi · 2018
Earlier work this paper cites.
When users control the algorithms: values expressed in practices on Twitter
Jenna Burrell, Zoe Kahn, Anne Jonas, and Daniel Griffin · 2019
Earlier work this paper cites.
Ghost work: How to stop Silicon Valley from building a new global underclass
Mary L Gray and Siddharth Suri · 2019
Earlier work this paper cites.
Algorithmic management and algorithmic competencies: Understanding and appropriating algorithms in gig work
Mohammad Hossein Jarrahi and Will Sutherland · 2019
Earlier work this paper cites.
Weapons of the chic: Instagram influencer engagement pods as practices of resistance to Instagram platform labor
Victoria O’Meara · 2019
Earlier work this paper cites.
Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf · 2019
Earlier work this paper cites.
Your order, their labor: An exploration of algorithms and laboring on food delivery platforms in China
Ping Sun · 2019
Cited alongside, same era.
“Data strikes”: evaluating the effectiveness of a new form of collective action against technology companies
Nicholas Vincent, Brent Hecht, and Shilad Sen · 2019
Cited alongside, same era.
Good gig, bad gig: autonomy and algorithmic control in the global gig economy
Alex J Wood, Mark Graham, Vili Lehdonvirta, and Isis Hjorth · 2019
Cited alongside, same era.
The gig economy
Jamie Woodcock and Mark Graham · 2019
Cited alongside, same era.
Politics of adversarial machine learning
Kendra Albert, Jonathon Penney, Bruce Schneier, and Ram Shankar Siva Kumar · 2020
Cited alongside, same era.
Skills prediction based on multi-label resume classification using cnn with model predictions explanation
Kameni Florentin Flambeau Jiechieu and Norbert Tsopze · 2021
Later among the works it cites.
Excess capacity and backdoor poisoning
Naren Sarayu Manoj and Avrim Blum · 2021
Later among the works it cites.
The invisible cage: Workers’ reactivity to opaque algorithmic evaluations
Hatim A. Rahman · 2021
Later among the works it cites.
After the gig: How the sharing economy got hijacked and how to win it back
Juliet Schor · 2021
Later among the works it cites.
Model-targeted poisoning attacks with provable convergence
Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, and Yuan Tian · 2021
Later among the works it cites.
Can “conscious data contribution” help users to exert “data leverage” against technology companies?
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Lindsey Cameron · 2020
Cited alongside, same era.
POTs: Protective optimization technologies
Bogdan Kulynych, Rebekah Overdorf, Carmela Troncoso, and Seda Gürses · 2020
Cited alongside, same era.
Dependence and precarity in the platform economy
Juliet B Schor, William Attwood-Charles, Mehmet Cansoy, Isak Ladegaard, and Robert Wengronowitz · 2020
Cited alongside, same era.
Fawkes: Protecting privacy against unauthorized deep learning models
Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, and Ben Y Zhao · 2020
Cited alongside, same era.
What do platforms do? Understanding the gig economy
Steven Vallas and Juliet B Schor · 2020
Cited alongside, same era.
Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, et al · 2020
Cited alongside, same era.
Who leads and who follows in strategic classification?
Tijana Zrnic, Eric Mazumdar, Shankar Sastry, and Michael Jordan · 2020
Cited alongside, same era.
Nicholas Vincent and Brent Hecht · 2021
Later among the works it cites.
Data leverage: A framework for empowering the public in its relationship with technology companies
Nicholas Vincent, Hanlin Li, Nicole Tilly, Stevie Chancellor, and Brent Hecht · 2021
Later among the works it cites.
Adversarial scrutiny of evidentiary statistical software
Rediet Abebe, Moritz Hardt, Angela Jin, John Miller, Ludwig Schmidt, and Rebecca Wexler · 2022
Later among the works it cites.
Expanding the locus of resistance: Understanding the co-constitution of control and resistance in the gig economy
Lindsey D Cameron and Hatim Rahman · 2022
Later among the works it cites.
The organizational psychology of gig work: An integrative conceptual review
Russell Cropanzano, Ksenia Keplinger, Brittany K Lambert, Brianna Caza, and Susan J Ashford · 2022
Later among the works it cites.
Exponential Families in Theory and Practice
Bradley Efron · 2022
Later among the works it cites.
An equivalence between data poisoning and Byzantine gradient attacks
Sadegh Farhadkhani, Rachid Guerraoui, Lê Nguyên Hoang, and Oscar Villemaud · 2022
Later among the works it cites.
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks
Kathrin Grosse, Taesung Lee, Battista Biggio, Youngja Park, Michael Backes, and Ian Molloy · 2022
Later among the works it cites.
An overview of backdoor attacks against deep neural networks and possible defences
Wei Guo, Benedetta Tondi, and Mauro Barni · 2022
Later among the works it cites.
Untargeted backdoor watermark: Towards harmless and stealthy dataset copyright protection
Yiming Li, Yang Bai, Yong Jiang, Yong Yang, Shu-Tao Xia, and Bo Li · 2022
Later among the works it cites.
A comprehensive survey on poisoning attacks and countermeasures in machine learning
Zhiyi Tian, Lei Cui, Jie Liang, and Shui Yu · 2022
Later among the works it cites.
The emergence of algorithmic solidarity: unveiling mutual aid practices and resistance among chinese delivery workers
Zizheng Yu, Emiliano Treré, and Tiziano Bonini · 2022
Later among the works it cites.