Saumitra Mishra

45 papers A* 12B 1C 1Journal 25Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs. CoRR Ngoc Bui, Shubham Sharma, Simran Lamba, Saumitra Mishra, Rex Ying
2025	J	`jnl`	Global Graph Counterfactual Explanation: A Subgraph Mapping Approach. Trans. Mach. Learn. Res. Yinhan He, Wendy Zheng, Yaochen Zhu, Jing Ma, Saumitra Mishra, Natraj Raman, Ninghao Liu, Jundong Li
2025	A*	`conf`	Interpreting Language Reward Models via Contrastive Explanations. ICLR Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2025	A*	`conf`	Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs. ICML Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2025	J	`jnl`	Representation Consistency for Accurate and Coherent LLM Answer Aggregation. CoRR Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni
2025	A*	`conf`	To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models. ICML Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso
2025	J	`jnl`	To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models. CoRR Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso
2024	A*	`conf`	Counterfactual Metarules for Local and Global Recourse. ICML Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Counterfactual Metarules for Local and Global Recourse. CoRR Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models. CoRR Wenzhuo Tang, Haitao Mao, Danial Dervovic, Ivan Brugere, Saumitra Mishra, Yuying Xie, Jiliang Tang
2024	J	`jnl`	Global Graph Counterfactual Explanation: A Subgraph Mapping Approach. CoRR Yinhan He, Wendy Zheng, Yaochen Zhu, Jing Ma, Saumitra Mishra, Natraj Raman, Ninghao Liu, Jundong Li
2024	A*	`conf`	IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos. NeurIPS Yunong Liu, Cristóbal Eyzaguirre, Manling Li, Shubh Khanna, Juan Carlos Niebles, Vineeth Ravi, Saumitra Mishra, Weiyu Liu, Jiajun Wu
2024	J	`jnl`	IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos. CoRR Yunong Liu, Cristóbal Eyzaguirre, Manling Li, Shubh Khanna, Juan Carlos Niebles, Vineeth Ravi, Saumitra Mishra, Weiyu Liu, Jiajun Wu
2024	J	`jnl`	Interpreting Language Reward Models via Contrastive Explanations. CoRR Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2024	—	`conf`	PICE: Polyhedral Complex Informed Counterfactual Explanations. AIES (1) Mattia Jacopo Villani, Emanuele Albini, Shubham Sharma, Saumitra Mishra, Salim Ibrahim Amoukou, Daniele Magazzeni, Manuela Veloso
2024	A*	`conf`	Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. ICML Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions. CoRR Sanjay Kariyappa, Freddy Lécué, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs. CoRR Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2024	J	`jnl`	Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees. IEEE J. Sel. Areas Inf. Theory Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
2024	A*	`conf`	Sequential Harmful Shift Detection Without Labels. NeurIPS Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2024	J	`jnl`	Sequential Harmful Shift Detection Without Labels. CoRR Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2023	A*	`conf`	GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations. ICML Dan Ley, Saumitra Mishra, Daniele Magazzeni
2023	J	`jnl`	GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations. CoRR Dan Ley, Saumitra Mishra, Daniele Magazzeni
2023	C	`conf`	On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. AIES Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
2023	J	`jnl`	On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. CoRR Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
2023	A*	`conf`	Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees. ICML Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
2023	J	`jnl`	Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees. CoRR Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
2023	A*	`conf`	Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions. AAAI Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili
2023	J	`jnl`	Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions. CoRR Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili
2022	A*	`conf`	CLEAR: Generative Counterfactual Explanations on Graphs. NeurIPS Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
2022	J	`jnl`	CLEAR: Generative Counterfactual Explanations on Graphs. CoRR Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li
2022	J	`jnl`	Global Counterfactual Explanations: Investigations, Implementations and Improvements. CoRR Dan Ley, Saumitra Mishra, Daniele Magazzeni
2022	A*	`conf`	Robust Counterfactual Explanations for Tree-Based Ensembles. ICML Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni
2022	J	`jnl`	Robust Counterfactual Explanations for Tree-Based Ensembles. CoRR Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni
2021	J	`jnl`	A Survey on the Robustness of Feature Importance and Counterfactual Explanations. CoRR Saumitra Mishra, Sanghamitra Dutta, Jason Long, Daniele Magazzeni
2020	B	`conf`	Reliable Local Explanations for Machine Listening. IJCNN Saumitra Mishra, Emmanouil Benetos, Bob L. T. Sturm, Simon Dixon
2020	J	`jnl`	Reliable Local Explanations for Machine Listening. CoRR Saumitra Mishra, Emmanouil Benetos, Bob L. T. Sturm, Simon Dixon
2019	—	`conf`	Atrial Fibrillation Stratification Via Super-Resolution Analysis of Fibrillatory Waves. CinC Saumitra Mishra, Sreehari Rammohan, Khalid Z. Rajab, Gurpreet Dhillon, Pier Lambiase, Ross Hunter, Elaine Chew
2019	J	`jnl`	GAN-based Generation and Automatic Selection of Explanations for Neural Networks. CoRR Saumitra Mishra, Daniel Stoller, Emmanouil Benetos, Bob L. T. Sturm, Simon Dixon
2018	—	`conf`	"What are You Listening to?" Explaining Predictions of Deep Machine Listening Systems. EUSIPCO Saumitra Mishra, Bob L. T. Sturm, Simon Dixon
2018	J	`jnl`	A Method for Chaotic Self-Modulation in Nonlinear Colpitts Oscillator and its Potential Applications. Circuits Syst. Signal Process. Saumitra Mishra, R. D. S. Yadava
2018	J	`jnl`	A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing. CoRR Bhusan Chettri, Saumitra Mishra, Bob L. T. Sturm, Emmanouil Benetos
2018	—	`conf`	Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System. SLT Bhusan Chettri, Saumitra Mishra, Bob L. T. Sturm, Emmanouil Benetos
2018	—	`conf`	Understanding a Deep Machine Listening Model Through Feature Inversion. ISMIR Saumitra Mishra, Bob L. T. Sturm, Simon Dixon
2017	—	`conf`	Local Interpretable Model-Agnostic Explanations for Music Content Analysis. ISMIR Saumitra Mishra, Bob L. T. Sturm, Simon Dixon