• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 50 matches

• 2023
• 
  Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera:
  A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations. ACM Comput. Surv. 55(5): 95:1-95:29 (2023)
• 
  Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi:
  Robustness Implies Fairness in Causal Algorithmic Recourse. FAccT 2023: 984-1001
• 
  Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Georgios Arvanitidis, Bernhard Schölkopf:
  On Data Manifolds Entailed by Structural Causal Models. ICML 2023: 8188-8201
• 
  Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schölkopf, Been Kim:
  On the Relationship Between Explanation and Prediction: A Causal View. ICML 2023: 15861-15883
• 
  Raha Moraffah, Amir-Hossein Karimi, Adrienne Raglin, Huan Liu:
  Socially Responsible Machine Learning: A Causal Perspective. KDD 2023: 5819-5820
• 
  Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi:
  Robustness Implies Fairness in Causal Algorithmic Recourse. CoRR abs/2302.03465 (2023)
• 
  Masoud Akbari, Amir-Hossein Karimi, Tayyebeh Saeedi, Zeinab Saeidi, Kiana Ghezelbash, Fatemeh Shamsezat, Mohammad Akbari, Ali Mohades:
  A Persian Benchmark for Joint Intent Detection and Slot Filling. CoRR abs/2303.00408 (2023)
• 
  Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi:
  Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. CoRR abs/2308.08938 (2023)
• 2022
• 
  Mohammad Reza Karimi, Amir-Hossein Karimi, Shamsozoha Abolmaali, Mehdi Sadeghi, Ulf Schmitz:
  Prospects and challenges of cancer systems medicine: from genes to disease networks. Briefings Bioinform. 23(1) (2022)
• 
  Isaac Shiri, Yazdan Salimi, Masoumeh Pakbin, Ghasem Hajianfar, Atlas Haddadi Avval, Amirhossein Sanaat, Shayan Mostafaei, Azadeh Akhavanallaf, Abdollah Saberi, Zahra Mansouri, Dariush Askari, Mohammadreza Ghasemian, Ehsan Sharifipour, Saleh Sandoughdaran, Ahmad Sohrabi, Elham Sadati, Somayeh Livani, Pooya Iranpour, Shahriar Kolahi, Maziar Khateri, Salar Bijari, Mohammad Reza Atashzar, Sajad P. Shayesteh, Bardia Khosravi, Mohammadreza Babaei, Elnaz Jenabi, Mohammad Hasanian, Alireza Shahhamzeh, Seyaed Yaser Foroghi Ghomi, Abolfazl Mozafari, Arash Teimouri, Fatemeh Movaseghi, Azin Ahmari, Neda Goharpey, Rama Bozorgmehr, Hesamaddin Shirzad-Aski, Roozbeh Mortazavi, Jalal Karimi, Nazanin Mortazavi, Sima Besharat, Mandana Afsharpad, Hamid Abdollahi, Parham Geramifar, Amir Reza Radmard, Hossein Arabi, Kiara Rezaei-Kalantari, Mehrdad Oveisi, Arman Rahmim, Habib Zaidi:
  COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14, 339 patients. Comput. Biol. Medicine 145: 105467 (2022)
• 
  Amir-Hossein Karimi, Seyed Farshad Mirian, Farshid Mahmoudi, Ghazale Geraily, Héctor René Vega-Carrillo, Majid Mohiuddin:
  Feasibility of 18-MV grid therapy from radiation protection aspects: unwanted dose and fatal cancer risk caused by photoneutrons and scattered photons. Comput. Methods Programs Biomed. 213: 106524 (2022)
• 
  Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schölkopf:
  On the Fairness of Causal Algorithmic Recourse. AAAI 2022: 9584-9594
• 
  Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schölkopf:
  On the Adversarial Robustness of Causal Algorithmic Recourse. ICML 2022: 5324-5342
• 
  Sara Karimi, Sahar Asadi, Francesco Lorenzo, Amir Hossein Payberah:
  CandyRL: A Hybrid Reinforcement Learning Model for Gameplay. ICMLA 2022: 567-572
• 
  Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schölkopf, Been Kim:
  On the Relationship Between Explanation and Prediction: A Causal View. CoRR abs/2212.06925 (2022)
• 2021
• 
  Amir-Hossein Karimi, Luigia Ripani, Tryphon T. Georgiou:
  Statistical Learning in Wasserstein Space. IEEE Control. Syst. Lett. 5(3): 899-904 (2021)
• 
  Tahereh Javaheri, Morteza Homayounfar, Zohreh Amoozgar, Reza Reiazi, Fatemeh Homayounieh, Engy Abbas, Azadeh Laali, Amir Reza Radmard, Mohammad Hadi Gharib, Seyed Ali Javad Mousavi, Omid Ghaemi, Rosa Babaei, Hadi Karimi Mobin, Mehdi Hosseinzadeh, Rana Jahanban-Esfahlan, Khaled Seidi, Mannudeep K. Kalra, Guanglan Zhang, Lubomir T. Chitkushev, Benjamin Haibe-Kains, Reza Malekzadeh, Reza Rawassizadeh:
  CovidCTNet: an open-source deep learning approach to diagnose covid-19 using small cohort of CT images. npj Digit. Medicine 4 (2021)
• 
  Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera:
  Scaling Guarantees for Nearest Counterfactual Explanations. AIES 2021: 177-187
• 
  Amir-Hossein Karimi, Tryphon T. Georgiou:
  The Challenge of Small Data: Dynamic Mode Decomposition, Redux. CDC 2021: 2276-2281
• 
  Amir-Hossein Karimi, Bernhard Schölkopf, Isabel Valera:
  Algorithmic Recourse: from Counterfactual Explanations to Interventions. FAccT 2021: 353-362
• 
  Amir-Hossein Karimi, Tryphon T. Georgiou:
  The Challenge of Small Data: Dynamic Mode Decomposition, Redux. CoRR abs/2104.04005 (2021)
• 
  Amir-Hossein Karimi, Tryphon T. Georgiou:
  Regression analysis of distributional data through Multi-Marginal Optimal transport. CoRR abs/2106.15031 (2021)
• 
  Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schölkopf:
  On the Adversarial Robustness of Causal Algorithmic Recourse. CoRR abs/2112.11313 (2021)
• 2020
• 
  Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera:
  Model-Agnostic Counterfactual Explanations for Consequential Decisions. AISTATS 2020: 895-905
• 
  Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
  Towards Causal Algorithmic Recourse. xxAI@ICML 2020: 139-166
• 
  Amir-Hossein Karimi, Bodo Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
  Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. NeurIPS 2020
• 
  Amir-Hossein Karimi, Bernhard Schölkopf, Isabel Valera:
  Algorithmic Recourse: from Counterfactual Explanations to Interventions. CoRR abs/2002.06278 (2020)
• 
  Tahereh Javaheri, Morteza Homayounfar, Zohreh Amoozgar, Reza Reiazi, Fatemeh Homayounieh, Engy Abbas, Azadeh Laali, Amir Reza Radmard, Mohammad Hadi Gharib, Seyed Ali Javad Mousavi, Omid Ghaemi, Rosa Babaei, Hadi Karimi Mobin, Mehdi Hosseinzadeh, Rana Jahanban-Esfahlan, Khaled Seidi, Mannudeep K. Kalra, Guanglan Zhang, Lubomir T. Chitkushev, Benjamin Haibe-Kains, Reza Malekzadeh, Reza Rawassizadeh:
  CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image. CoRR abs/2005.03059 (2020)
• 
  Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
  Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. CoRR abs/2006.06831 (2020)
• 
  Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera:
  A survey of algorithmic recourse: definitions, formulations, solutions, and prospects. CoRR abs/2010.04050 (2020)

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