Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance

24 September 2021

Papers citing "Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance"

16 / 16 papers shown

Title
Bayesian Deep Learning for Discrete Choice Daniel F. Villarraga Ricardo A. Daziano BDL AI4CE 51 0 0 23 May 2025
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 120 615 0 10 Sep 2020
A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability Yafei Han F. Pereira M. Ben-Akiva C. Zegras 52 43 0 03 Feb 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding Zhecheng Wang Haoyuan Li Ram Rajagopal 38 81 0 29 Jan 2020
Rethinking travel behavior modeling representations through embeddings Francisco Câmara Pereira AI4TS 25 11 0 31 Aug 2019
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 60 154 0 16 Jun 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 41 337 0 10 May 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 385 21,459 0 22 May 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 142 10,800 0 03 Jul 2016
Entity Embeddings of Categorical Variables Cheng Guo Felix Berkhahn 67 401 0 22 Apr 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 420 16,765 0 16 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Artificial Neural Networks Applied to Taxi Destination Prediction A. D. Brébisson Étienne Simon Alex Auvolat Pascal Vincent Yoshua Bengio 38 185 0 31 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 622 149,474 0 22 Dec 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 204 9,735 0 26 Mar 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 515 31,406 0 16 Jan 2013