Search results for "biases"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Ethan Harris, Daniela Mihai, Jonathon S. Hare	How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning.	Neural Comput.	2021	DBLP DOI BibTeX RDF
12	Alfonso Ortega 0002, Julian Fiérrez, Aythami Morales, Zilong Wang, Marina de la Cruz, César Luis Alonso, Tony Ribeiro	Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine Learning.	Comput.	2021	DBLP DOI BibTeX RDF
12	Uriel Singer, Kira Radinsky, Eric Horvitz	On biases of attention in scientific discovery.	Bioinform.	2021	DBLP DOI BibTeX RDF
12	Jianqing (Frank) Zheng, Sirkka Jarvenpaa	Thinking Technology as Human: Affordances, Technology Features, and Egocentric Biases in Technology Anthropomorphism.	J. Assoc. Inf. Syst.	2021	DBLP BibTeX RDF
12	Xiao Huang, Di Zhu 0004, Fan Zhang 0011, Tao Liu, Xiao Li 0015, Lei Zou	Sensing Population Distribution from Satellite Imagery Via Deep Learning: Model Selection, Neighboring Effects, and Systematic Biases.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2021	DBLP DOI BibTeX RDF
12	Paula Czarnowska, Yogarshi Vyas, Kashif Shah	Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics.	Trans. Assoc. Comput. Linguistics	2021	DBLP DOI BibTeX RDF
12	Caitlyn M. McColeman, Lane Harrison, Mi Feng, Steven Franconeri	No mark is an island: Precision and category repulsion biases in data reproductions.	IEEE Trans. Vis. Comput. Graph.	2021	DBLP DOI BibTeX RDF
12	Cristina R. Ceja, Caitlyn M. McColeman, Cindy Xiong, Steven L. Franconeri	Truth or Square: Aspect Ratio Biases Recall of Position Encodings.	IEEE Trans. Vis. Comput. Graph.	2021	DBLP DOI BibTeX RDF
12	Piergiorgio Castioni, Giulia Andrighetto, Riccardo Gallotti, Eugenia Polizzi, Manlio De Domenico	The voice of few, the opinions of many: evidence of social biases in Twitter COVID-19 fake news sharing.	CoRR	2021	DBLP BibTeX RDF
12	Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta 0001	BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation.	CoRR	2021	DBLP BibTeX RDF
12	Danula Hettiachchi, Mark Sanderson, Jorge Gonçalves 0001, Simo Hosio, Gabriella Kazai, Matthew Lease, Mike Schaekermann, Emine Yilmaz	Proceedings of the CSCW 2021 Workshop - Investigating and Mitigating Biases in Crowdsourced Data.	CoRR	2021	DBLP BibTeX RDF
12	Peiyi Wang, Runxin Xu, Tianyu Liu 0001, Damai Dai, Baobao Chang, Zhifang Sui	Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification.	CoRR	2021	DBLP BibTeX RDF
12	Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-Yi Lee, Yun-Nung Chen, Shang-Wen Li 0001	Mitigating Biases in Toxic Language Detection through Invariant Rationalization.	CoRR	2021	DBLP BibTeX RDF
12	Navid Rekabsaz, Simone Kopeinik, Markus Schedl	Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers.	CoRR	2021	DBLP BibTeX RDF
12	Jeremy Bernstein, Yisong Yue	On the Implicit Biases of Architecture & Gradient Descent.	CoRR	2021	DBLP BibTeX RDF
12	Dawei Dai, Yutang Li, Huanan Bao, Sy Xia, Guoyin Wang 0001, Xiaoli Ma	Rethinking the Image Feature Biases Exhibited by Deep CNN Models.	CoRR	2021	DBLP BibTeX RDF
12	Shashi Kant Gupta, Mengmi Zhang, Chia-Chien Wu, Jeremy M. Wolfe, Gabriel Kreiman	Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases.	CoRR	2021	DBLP BibTeX RDF
12	Jackson Sargent, Melanie Weber 0001	Identifying biases in legal data: An algorithmic fairness perspective.	CoRR	2021	DBLP BibTeX RDF
12	Tobias Walter, Celina Kirschner, Steffen Eger, Goran Glavas, Anne Lauscher, Simone Paolo Ponzetto	Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases.	CoRR	2021	DBLP BibTeX RDF
12	Frank Schlosser, Vedran Sekara, Dirk Brockmann, Manuel García-Herranz	Biases in human mobility data impact epidemic modeling.	CoRR	2021	DBLP BibTeX RDF
12	Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt	Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models.	CoRR	2021	DBLP BibTeX RDF
12	Sara Marjanovic, Karolina Stanczak, Isabelle Augenstein	Quantifying Gender Biases Towards Politicians on Reddit.	CoRR	2021	DBLP BibTeX RDF
12	Felix Hamborg, Kim Heinser, Anastasia Zhukova, Karsten Donnay, Bela Gipp	Newsalyze: Effective Communication of Person-Targeting Biases in News Articles.	CoRR	2021	DBLP BibTeX RDF
12	Tianxiang Zhao, Enyan Dai, Kai Shu, Suhang Wang	You Can Still Achieve Fairness Without Sensitive Attributes: Exploring Biases in Non-Sensitive Features.	CoRR	2021	DBLP BibTeX RDF
12	Bhavya Ghai, Md. Naimul Hoque, Klaus Mueller 0001	WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings.	CoRR	2021	DBLP BibTeX RDF
12	Gianluigi Silvestri, Emily Fertig, Dave Moore, Luca Ambrogioni	Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling.	CoRR	2021	DBLP BibTeX RDF
12	Sayma Sultana, London Ariel Cavaletto, Amiangshu Bosu	Identifying the Prevalence of Gender Biases among the Computing Organizations.	CoRR	2021	DBLP BibTeX RDF
12	Anjalie Field, Chan Young Park, Yulia Tsvetkov	Controlled Analyses of Social Biases in Wikipedia Bios.	CoRR	2021	DBLP BibTeX RDF
12	Daniela Mihai, Jonathon S. Hare	Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent?	CoRR	2021	DBLP BibTeX RDF
12	Ran Shadmi, Jonathan Laserson, Gil Elbaz	Using Synthetic Images To Uncover Population Biases In Facial Landmarks Detection.	CoRR	2021	DBLP BibTeX RDF
12	Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert	Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases.	CoRR	2021	DBLP BibTeX RDF
12	Massinissa Hamidi, Aomar Osmani	Description of Structural Biases and Associated Data in Sensor-Rich Environments.	CoRR	2021	DBLP BibTeX RDF
12	Wang Yifan, Carl Doersch, Relja Arandjelovic, João Carreira, Andrew Zisserman	Input-level Inductive Biases for 3D Reconstruction.	CoRR	2021	DBLP BibTeX RDF
12	Ning Miao, Emile Mathieu, N. Siddharth 0001, Yee Whye Teh, Tom Rainforth	InteL-VAEs: Adding Inductive Biases to Variational Auto-Encoders via Intermediary Latents.	CoRR	2021	DBLP BibTeX RDF
12	Alicia Curth, Mihaela van der Schaar	On Inductive Biases for Heterogeneous Treatment Effect Estimation.	CoRR	2021	DBLP BibTeX RDF
12	Benjamin L. Edelman, Surbhi Goel, Sham M. Kakade, Cyril Zhang	Inductive Biases and Variable Creation in Self-Attention Mechanisms.	CoRR	2021	DBLP BibTeX RDF
12	Giancarlo Ruffo, Alfonso Semeraro	FakeNewsLab: Experimental Study on Biases and Pitfalls Preventing us from Distinguishing True from False News.	CoRR	2021	DBLP BibTeX RDF
12	Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos 0001, Thomas Butler, Mohit Bansal	Hidden Biases in Unreliable News Detection Datasets.	CoRR	2021	DBLP BibTeX RDF
12	Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez	Assessing Algorithmic Biases for Musical Version Identification.	CoRR	2021	DBLP BibTeX RDF
12	Tiago Pimentel, Brian Roark, Søren Wichmann, Ryan Cotterell, Damián E. Blasi	Finding Concept-specific Biases in Form-Meaning Associations.	CoRR	2021	DBLP BibTeX RDF
12	Matan Halevy, Camille Harris, Amy S. Bruckman, Diyi Yang, Ayanna M. Howard	Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework.	CoRR	2021	DBLP BibTeX RDF
12	Dimion Asael, Zachary M. Ziegler, Yonatan Belinkov	A Generative Approach for Mitigating Structural Biases in Natural Language Inference.	CoRR	2021	DBLP BibTeX RDF
12	Joseph P. Robinson, Can Qin, Yann Henon, Samson Timoner, Yun Fu 0001	Balancing Biases and Preserving Privacy on Balanced Faces in the Wild.	CoRR	2021	DBLP BibTeX RDF
12	Matt-Heun Hong, Jessica K. Witt, Danielle Albers Szafir	The Weighted Average Illusion: Biases in Perceived Mean Position in Scatterplots.	CoRR	2021	DBLP BibTeX RDF
12	Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell	Measuring Model Biases in the Absence of Ground Truth.	CoRR	2021	DBLP BibTeX RDF
12	Bin Han, Chirag Shah, Daniel Saelid	Users' Perception of Search Engine Biases and Satisfaction.	CoRR	2021	DBLP BibTeX RDF
12	Ofir Press, Noah A. Smith, Mike Lewis	Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation.	CoRR	2021	DBLP BibTeX RDF
12	Swarup Dhar, Vanessa Massaro, Darakhshan Mir, Nathan C. Ryan	Analysis of the Pennsylvania Additive Classification Tool: Biases and Important Features.	CoRR	2021	DBLP BibTeX RDF
12	Shunya Yamashita, Kodai Irifune, Takeshi Hatanaka, Yasuaki Wasa, Kenji Hirata, Kenko Uchida	Passivity-based Analysis and Design for Population Dynamics with Conformity Biases.	CoRR	2021	DBLP BibTeX RDF
12	Dominik Zietlow, Michal Rolínek, Georg Martius	Demystifying Inductive Biases for β-VAE Based Architectures.	CoRR	2021	DBLP BibTeX RDF
12	Shanshan Huang 0002, Kenny Q. Zhu	Statistically Profiling Biases in Natural Language Reasoning Datasets and Models.	CoRR	2021	DBLP BibTeX RDF
12	Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed	The hidden label-marginal biases of segmentation losses.	CoRR	2021	DBLP BibTeX RDF
12	Philipp Terhörst, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales, Julian Fiérrez, Arjan Kuijper	A Comprehensive Study on Face Recognition Biases Beyond Demographics.	CoRR	2021	DBLP BibTeX RDF
12	Sanghoon Myung, Hyunjae Jang, Byungseon Choi, Jisu Ryu, Hyuk Kim, Sang Wuk Park, Changwook Jeong, Daesin Kim	A Novel Approach for Semiconductor Etching Process with Inductive Biases.	CoRR	2021	DBLP BibTeX RDF
12	Masahiro Kaneko, Danushka Bollegala	Unmasking the Mask - Evaluating Social Biases in Masked Language Models.	CoRR	2021	DBLP BibTeX RDF
12	Arthur Jacot, François Ged, Franck Gabriel, Berfin Simsek, Clément Hongler	Deep Linear Networks Dynamics: Low-Rank Biases Induced by Initialization Scale and L2 Regularization.	CoRR	2021	DBLP BibTeX RDF
12	Tejas Srinivasan, Yonatan Bisk	Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models.	CoRR	2021	DBLP BibTeX RDF
12	Corentin Dancette, Rémi Cadène, Damien Teney, Matthieu Cord	Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering.	CoRR	2021	DBLP BibTeX RDF
12	Lukasz Kucinski, Tomasz Korbak, Pawel Kolodziej, Piotr Milos	Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication.	CoRR	2021	DBLP BibTeX RDF
12	Shivashankar Subramanian, Xudong Han, Timothy Baldwin, Trevor Cohn, Lea Frermann	Evaluating Debiasing Techniques for Intersectional Biases.	CoRR	2021	DBLP BibTeX RDF
12	Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng	Societal Biases in Language Generation: Progress and Challenges.	CoRR	2021	DBLP BibTeX RDF
12	Rodrigue Siry, Louis Hémadou, Loïc Simon, Frédéric Jurie	On the inductive biases of deep domain adaptation.	CoRR	2021	DBLP BibTeX RDF
12	Diane Bouchacourt, Mark Ibrahim, Ari S. Morcos	Grounding inductive biases in natural images: invariance stems from variations in data.	CoRR	2021	DBLP BibTeX RDF
12	Xiao Huang, Di Zhu 0004, Fan Zhang 0011, Tao Liu, Xiao Li 0015, Lei Zou	Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases.	CoRR	2021	DBLP BibTeX RDF
12	Arnulf Jentzen, Timo Kröger	Convergence rates for gradient descent in the training of overparameterized artificial neural networks with biases.	CoRR	2021	DBLP BibTeX RDF
12	Cristian Vicas	Inductive biases and Self Supervised Learning in modelling a physical heating system.	CoRR	2021	DBLP BibTeX RDF
12	Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro	Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases.	CoRR	2021	DBLP BibTeX RDF
12	Jonas Fischer, Rebekka Burkholz	Towards strong pruning for lottery tickets with non-zero biases.	CoRR	2021	DBLP BibTeX RDF
12	Nicola Neophytou, Bhaskar Mitra 0001, Catherine Stinson	Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness.	CoRR	2021	DBLP BibTeX RDF
12	George Cazenavette, Simon Lucey	On the Bias Against Inductive Biases.	CoRR	2021	DBLP BibTeX RDF
12	Hector Geffner	Target Languages (vs. Inductive Biases) for Learning to Act and Plan.	CoRR	2021	DBLP BibTeX RDF
12	Heechang Ryu, Hayong Shin, Jinkyoo Park	Cooperative and Competitive Biases for Multi-Agent Reinforcement Learning.	CoRR	2021	DBLP BibTeX RDF
12	Katelyn Morrison, Benjamin Gilby, Colton Lipchak, Adam Mattioli, Adriana Kovashka	Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers.	CoRR	2021	DBLP BibTeX RDF
12	Joshua Zonca, Anna Folso, Alessandra Sciutti	Trust is not all about performance: trust biases in interaction with humans, robots and computers.	CoRR	2021	DBLP BibTeX RDF
12	Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng	Revealing Persona Biases in Dialogue Systems.	CoRR	2021	DBLP BibTeX RDF
12	Zhengyao Jiang, Pasquale Minervini, Minqi Jiang, Tim Rocktäschel	Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning.	CoRR	2021	DBLP BibTeX RDF
12	Michal Lukasik, Srinadh Bhojanapalli, Aditya Krishna Menon, Sanjiv Kumar	Teacher's pet: understanding and mitigating biases in distillation.	CoRR	2021	DBLP BibTeX RDF
12	Hendrik Heuer, Hendrik Hoch, Andreas Breiter, Yannis Theocharis	Auditing the Biases Enacted by YouTube for Political Topics in Germany.	CoRR	2021	DBLP BibTeX RDF
12	Hossein A. Rahmani, Jie Yang 0028	Demographic Biases of Crowd Workers in Key Opinion Leaders Finding.	CoRR	2021	DBLP BibTeX RDF
12	Hannah Kirk, Yennie Jun, Haider Iqbal, Elias Benussi, Filippo Volpin, Frédéric A. Dreyer, Aleksandar Shtedritski, Yuki Markus Asano	How True is GPT-2? An Empirical Analysis of Intersectional Occupational Biases.	CoRR	2021	DBLP BibTeX RDF
12	Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov	Towards Understanding and Mitigating Social Biases in Language Models.	CoRR	2021	DBLP BibTeX RDF
12	Juliette Millet, Jean-Remi King	Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech.	CoRR	2021	DBLP BibTeX RDF
12	Qianchu Liu, Diana McCarthy, Anna Korhonen	Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets.	CoRR	2021	DBLP BibTeX RDF
12	Dora Zhao, Angelina Wang, Olga Russakovsky	Understanding and Evaluating Racial Biases in Image Captioning.	CoRR	2021	DBLP BibTeX RDF
12	Xuyang Shen, Jo Plested, Sabrina B. Caldwell, Tom Gedeon	Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space.	CoRR	2021	DBLP BibTeX RDF
12	Benjamin Kahl	Human Biases Preventing The Widespread Adoption Of Self-Driving Cars.	CoRR	2021	DBLP BibTeX RDF
12	Paula Czarnowska, Yogarshi Vyas, Kashif Shah	Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics.	CoRR	2021	DBLP BibTeX RDF
12	Stéphane d'Ascoli, Hugo Touvron, Matthew L. Leavitt, Ari S. Morcos, Giulio Biroli, Levent Sagun	ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases.	CoRR	2021	DBLP BibTeX RDF
12	Elijah Pelofske, Georg Hahn, Hristo N. Djidjev	Reducing quantum annealing biases for solving the graph partitioning problem.	CoRR	2021	DBLP BibTeX RDF
12	Ziquan Liu, Yufei Cui, Jia Wan 0001, Yu Mao, Antoni B. Chan	The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization.	CoRR	2021	DBLP BibTeX RDF
12	Jishnu Mukhoti, Andreas Kirsch 0002, Joost van Amersfoort, Philip H. S. Torr, Yarin Gal	Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty.	CoRR	2021	DBLP BibTeX RDF
12	Ricardo Darío Pérez Principi, Cristina Palmero, Júlio C. S. Jacques Júnior, Sergio Escalera	On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals.	IEEE Trans. Affect. Comput.	2021	DBLP DOI BibTeX RDF
12	Michael Laakasuo, Volo Herzon, Silva Perander, Marianna Drosinou, Jukka Sundvall, Jussi Palomäki, Aku Visala	Socio-cognitive biases in folk AI ethics and risk discourse.	AI Ethics	2021	DBLP DOI BibTeX RDF
12	Agathe Balayn, Jie Yang 0028, Zoltán Szlávik, Alessandro Bozzon	Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature.	ACM Trans. Soc. Comput.	2021	DBLP DOI BibTeX RDF
12	Chandratop Chakraborty, Pranab Chakraborty, Subhamoy Maitra	Glimpses are forever in RC4 amidst the spectre of biases.	Discret. Appl. Math.	2021	DBLP DOI BibTeX RDF
12	Di Jin 0002, Feng Yin, Abdelhak M. Zoubir, Hing Cheung So	Exploiting Sparsity of Ranging Biases for NLOS Mitigation.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
12	Paul Marks	Can the biases in facial recognition be fixed; also, should they?	Commun. ACM	2021	DBLP DOI BibTeX RDF
12	Ramya Srinivasan 0002, Ajay Chander	Biases in AI systems.	Commun. ACM	2021	DBLP DOI BibTeX RDF
12	Ananyananda Dasari, Sakthi Kumar Arul Prakash, László A. Jeni, Conrad S. Tucker	Evaluation of biases in remote photoplethysmography methods.	npj Digit. Medicine	2021	DBLP DOI BibTeX RDF
12	Stuart Soroka, Lauren Guggenheim, Dominic Valentino	Valence-Based Biases in News Selection.	J. Media Psychol. Theor. Methods Appl.	2021	DBLP DOI BibTeX RDF