Saumitra Mishra

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Diffusion Models

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
Counterfactual Metarules for Local and Global Recourse. CoRR (2024)
Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. CoRR (2024)
Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs. CoRR (2024)
Wenzhuo Tang, Haitao Mao, Danial Dervovic, Ivan Brugere, Saumitra Mishra, Yuying Xie, Jiliang Tang
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models. CoRR (2024)
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. CoRR (2023)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations. ICML (2023)
Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees. CoRR (2023)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations. CoRR (2023)
Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili
Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions. AAAI (2023)
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. AIES (2023)
Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili
Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions. CoRR (2023)
Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees. ICML (2023)
Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
CLEAR: Generative Counterfactual Explanations on Graphs. NeurIPS (2022)
Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni
Robust Counterfactual Explanations for Tree-Based Ensembles. ICML (2022)
Dan Ley, Saumitra Mishra, Daniele Magazzeni
Global Counterfactual Explanations: Investigations, Implementations and Improvements. CoRR (2022)
Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni
Robust Counterfactual Explanations for Tree-Based Ensembles. CoRR (2022)
Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
CLEAR: Generative Counterfactual Explanations on Graphs. CoRR (2022)
Saumitra Mishra, Sanghamitra Dutta, Jason Long, Daniele Magazzeni
A Survey on the Robustness of Feature Importance and Counterfactual Explanations. CoRR (2021)
Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
Reliable Local Explanations for Machine Listening. IJCNN (2020)
Saumitra Mishra, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
Reliable Local Explanations for Machine Listening. CoRR (2020)
Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. Sturm, Simon Dixon
GAN-based Generation and Automatic Selection of Explanations for Neural Networks. CoRR (2019)
Saumitra Mishra, Sreehari Rammohan, Khalid Z. Rajab, Gurpreet Dhillon, Pier Lambiase, Ross Hunter, Elaine Chew
Atrial Fibrillation Stratification Via Super-Resolution Analysis of Fibrillatory Waves. CinC (2019)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems. EUSIPCO (2018)
Saumitra Mishra, R. D. S. Yadava
A Method for Chaotic Self-Modulation in Nonlinear Colpitts Oscillator and its Potential Applications. Circuits Syst. Signal Process. 37 (2) (2018)
Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos
A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing. CoRR (2018)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
Understanding a Deep Machine Listening Model Through Feature Inversion. ISMIR (2018)
Bhusan Chettri, Saumitra Mishra, Bob L. Sturm, Emmanouil Benetos
Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System. SLT (2018)
Saumitra Mishra, Bob L. Sturm, Simon Dixon
Local Interpretable Model-Agnostic Explanations for Music Content Analysis. ISMIR (2017)