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2020 – today
- 2024
- [j14]Byron Tasseff, Tameem Albash, Zachary Morrell, Marc Vuffray, Andrey Y. Lokhov, Sidhant Misra, Carleton Coffrin:
On the emerging potential of quantum annealing hardware for combinatorial optimization. J. Heuristics 30(5): 325-358 (2024) - [i35]Parikshit Pareek, Abhijith Jayakumar, Carleton Coffrin, Sidhant Misra:
Demystifying Quantum Power Flow: Unveiling the Limits of Practical Quantum Advantage. CoRR abs/2402.08617 (2024) - [i34]Zeguan Wu, Sidhant Misra, Tamás Terlaky, Xiu Yang, Marc Vuffray:
An Efficient Quantum Algorithm for Linear System Problem in Tensor Format. CoRR abs/2403.19829 (2024) - [i33]Paprapee Buason, Sidhant Misra, Jean-Paul Watson, Daniel K. Molzahn:
Adaptive Power Flow Approximations with Second-Order Sensitivity Insights. CoRR abs/2404.04391 (2024) - [i32]Paprapee Buason, Sidhant Misra, Daniel K. Molzahn:
Sample-Based Conservative Bias Linear Power Flow Approximations. CoRR abs/2404.09876 (2024) - [i31]Parikshit Pareek, Kaarthik Sundar, Deepjyoti Deka, Sidhant Misra:
Optimization Proxies using Limited Labeled Data and Training Time - A Semi-Supervised Bayesian Neural Network Approach. CoRR abs/2410.03085 (2024) - [i30]Abhijith Jayakumar, Andrey Y. Lokhov, Sidhant Misra, Marc Vuffray:
Discrete distributions are learnable from metastable samples. CoRR abs/2410.13800 (2024) - 2023
- [c18]Kaarthik Sundar, Harsha Nagarajan, Sidhant Misra, Mowen Lu, Carleton Coffrin, Russell Bent:
Optimization-Based Bound Tightening Using a Strengthened QC-Relaxation of the Optimal Power Flow Problem. CDC 2023: 4598-4605 - [c17]Abhijith Jayakumar, Stefano Chessa, Carleton Coffrin, Andrey Y. Lokhov, Marc Vuffray, Sidhant Misra:
General Algorithms for SPAM Noise Characterization. QCE 2023: 407-408 - [i29]Parikshit Pareek, Deepjyoti Deka, Sidhant Misra:
Graph-Structured Kernel Design for Power Flow Learning using Gaussian Processes. CoRR abs/2308.07867 (2023) - [i28]Parikshit Pareek, Deepjyoti Deka, Sidhant Misra:
Data-Efficient Power Flow Learning for Network Contingencies. CoRR abs/2310.00763 (2023) - 2022
- [j13]Sidhant Misra, Line Roald, Yeesian Ng:
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets. INFORMS J. Comput. 34(1): 463-480 (2022) - [j12]Deepjyoti Deka, Harish Doddi, Sidhant Misra, Murti V. Salapaka:
Tractable Learning in Underexcited Power Grids. IEEE Trans. Control. Netw. Syst. 9(2): 763-774 (2022) - [i27]Paprapee Buason, Sidhant Misra, Daniel K. Molzahn:
A Data-Driven Method for Locating Sensors and Selecting Alarm Thresholds to Identify Violations of Voltage Limits in Distribution Systems. CoRR abs/2210.09414 (2022) - 2021
- [j11]Kaarthik Sundar, Sidhant Misra, Russell Bent, Feng Pan:
Credible Interdiction for Transmission Systems. IEEE Trans. Control. Netw. Syst. 8(2): 738-748 (2021) - [c16]Kaarthik Sundar, Sidhant Misra, Anatoly Zlotnik, Russell Bent:
Robust Gas Pipeline Network Expansion Planning to Support Power System Reliability. ACC 2021: 620-627 - [c15]Arkopal Dutt, Andrey Y. Lokhov, Marc Vuffray, Sidhant Misra:
Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics. ICML 2021: 2914-2925 - [i26]Christopher X. Ren, Sidhant Misra, Marc Vuffray, Andrey Y. Lokhov:
Learning Continuous Exponential Families Beyond Gaussian. CoRR abs/2102.09198 (2021) - [i25]Arkopal Dutt, Andrey Y. Lokhov, Marc Vuffray, Sidhant Misra:
Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics. CoRR abs/2104.00995 (2021) - 2020
- [j10]Vahideh H. Manshadi, Sidhant Misra, Scott Rodilitz:
Diffusion in Random Networks: Impact of Degree Distribution. Oper. Res. 68(6): 1722-1741 (2020) - [j9]Line A. Roald, Kaarthik Sundar, Anatoly Zlotnik, Sidhant Misra, Göran Andersson:
An Uncertainty Management Framework for Integrated Gas-Electric Energy Systems. Proc. IEEE 108(9): 1518-1540 (2020) - [j8]Sidhant Misra, Marc Vuffray, Anatoly Zlotnik:
Monotonicity Properties of Physical Network Flows and Application to Robust Optimal Allocation. Proc. IEEE 108(9): 1558-1579 (2020) - [c14]Sidhant Misra, Marc Vuffray, Andrey Y. Lokhov:
Information Theoretic Optimal Learning of Gaussian Graphical Models. COLT 2020: 2888-2909 - [c13]Abhijith Jayakumar, Andrey Y. Lokhov, Sidhant Misra, Marc Vuffray:
Learning of Discrete Graphical Models with Neural Networks. NeurIPS 2020 - [c12]Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov:
Efficient Learning of Discrete Graphical Models. NeurIPS 2020 - [i24]Deepjyoti Deka, Harish Doddi, Sidhant Misra, Murti V. Salapaka:
Tractable learning in under-excited power grids. CoRR abs/2005.01818 (2020) - [i23]Abhijith Jayakumar, Andrey Y. Lokhov, Sidhant Misra, Marc Vuffray:
Learning of Discrete Graphical Models with Neural Networks. CoRR abs/2006.11937 (2020) - [i22]Line A. Roald, Kaarthik Sundar, Anatoly Zlotnik, Sidhant Misra, Göran Andersson:
An Uncertainty Management Framework for Integrated Gas-Electric Energy Systems. CoRR abs/2006.14561 (2020)
2010 – 2019
- 2019
- [j7]Kaarthik Sundar, Harsha Nagarajan, Line Roald, Sidhant Misra, Russell Bent, Daniel Bienstock:
Chance-Constrained Unit Commitment With N-1 Security and Wind Uncertainty. IEEE Trans. Control. Netw. Syst. 6(3): 1062-1074 (2019) - [i21]Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov:
Efficient Learning of Discrete Graphical Models. CoRR abs/1902.00600 (2019) - [i20]Deepjyoti Deka, Sidhant Misra:
Learning for DC-OPF: Classifying active sets using neural nets. CoRR abs/1902.05607 (2019) - [i19]Tillmann Mühlpfordt, Line Roald, Veit Hagenmeyer, Timm Faulwasser, Sidhant Misra:
Chance-Constrained AC Optimal Popwer Flow - A Polynomial Chaos Approach. CoRR abs/1903.11337 (2019) - [i18]Ilyès Mezghani, Sidhant Misra, Deepjyoti Deka:
Stochastic AC Optimal Power Flow: A Data-Driven Approach. CoRR abs/1910.09144 (2019) - 2018
- [c11]Vahideh H. Manshadi, Sidhant Misra, Scott Rodilitz:
Diffusion in Random Networks: Impact of Degree Distribution. NetEcon@SIGMETRICS 2018: 7:1 - [i17]Kaarthik Sundar, Harsha Nagarajan, Sidhant Misra, Mowen Lu, Carleton Coffrin, Russell Bent:
Optimization-Based Bound Tightening using a Strengthened QC-Relaxation of the Optimal Power Flow Problem. CoRR abs/1809.04565 (2018) - 2017
- [j6]Krishnamurthy Dvijotham, Michael Chertkov, Pascal Van Hentenryck, Marc Vuffray, Sidhant Misra:
Graphical models for optimal power flow. Constraints An Int. J. 22(1): 24-49 (2017) - [c10]Line Roald, Sidhant Misra, Andrew Morrison, Göran Andersson:
Optimized risk limits for stochastic optimal power flow. CDC 2017: 4476-4483 - [i16]Michael Chertkov, Sidhant Misra, Marc Vuffray, Dvijotham Krishnamurty, Pascal Van Hentenryck:
Graphical Models and Belief Propagation-hierarchy for Optimal Physics-Constrained Network Flows. CoRR abs/1702.01890 (2017) - [i15]Sidhant Misra, Marc Vuffray, Andrey Y. Lokhov, Michael Chertkov:
Towards Optimal Sparse Inverse Covariance Selection through Non-Convex Optimization. CoRR abs/1703.04886 (2017) - [i14]Kaarthik Sundar, Harsha Nagarajan, Line Roald, Sidhant Misra, Russell Bent, Daniel Bienstock:
A Modified Benders Decomposition for Chance-Constrained Unit Commitment with N-1 Security and Wind Uncertainty. CoRR abs/1703.05206 (2017) - 2016
- [j5]David Gamarnik, Sidhant Misra:
A Note on Alternating Minimization Algorithm for the Matrix Completion Problem. IEEE Signal Process. Lett. 23(10): 1340-1343 (2016) - [c9]Anatoly Zlotnik, Sidhant Misra, Marc Vuffray, Michael Chertkov:
Monotonicity of actuated flows on dissipative transport networks. ECC 2016: 831-836 - [c8]Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov, Michael Chertkov:
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models. NIPS 2016: 2595-2603 - [c7]Line Roald, Göran Andersson, Sidhant Misra, Michael Chertkov, Scott Backhaus:
Optimal power flow with wind power control and limited expected risk of overloads. PSCC 2016: 1-7 - [c6]Kaarthik Sundar, Harsha Nagarajan, Miles Lubin, Line Roald, Sidhant Misra, Russell Bent, Daniel Bienstock:
Unit commitment with N-1 Security and wind uncertainty. PSCC 2016: 1-7 - [i13]Line Roald, Sidhant Misra, Michael Chertkov, Scott Backhaus, Göran Andersson:
Chance Constrained Optimal Power Flow with Curtailment and Reserves from Wind Power Plants. CoRR abs/1601.04321 (2016) - [i12]Kaarthik Sundar, Harsha Nagarajan, Miles Lubin, Line Roald, Sidhant Misra, Russell Bent, Daniel Bienstock:
Unit Commitment with N-1 Security and Wind Uncertainty. CoRR abs/1602.00079 (2016) - [i11]David Gamarnik, Sidhant Misra:
A Note on Alternating Minimization Algorithm for the Matrix Completion Problem. CoRR abs/1602.02164 (2016) - [i10]Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov, Michael Chertkov:
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models. CoRR abs/1605.07252 (2016) - [i9]Vahideh H. Manshadi, Sidhant Misra:
A Generalized Bass Model for Product Growth in Networks. CoRR abs/1606.03386 (2016) - [i8]Krishnamurthy Dvijotham, Pascal Van Hentenryck, Michael Chertkov, Sidhant Misra, Marc Vuffray:
Graphical Models for Optimal Power Flow. CoRR abs/1606.06512 (2016) - [i7]Andrey Y. Lokhov, Marc Vuffray, Sidhant Misra, Michael Chertkov:
Optimal structure and parameter learning of Ising models. CoRR abs/1612.05024 (2016) - 2015
- [j4]David Gamarnik, Dmitriy Katz, Sidhant Misra:
Strong spatial mixing of list coloring of graphs. Random Struct. Algorithms 46(4): 599-613 (2015) - [j3]Sidhant Misra, Michael W. Fisher, Scott Backhaus, Russell Bent, Michael Chertkov, Feng Pan:
Optimal Compression in Natural Gas Networks: A Geometric Programming Approach. IEEE Trans. Control. Netw. Syst. 2(1): 47-56 (2015) - [j2]Sidhant Misra, Pablo A. Parrilo:
Weighted ℓ1-Minimization for Generalized Non-Uniform Sparse Model. IEEE Trans. Inf. Theory 61(8): 4424-4439 (2015) - [c5]Marc Vuffray, Sidhant Misra, Michael Chertkov:
Monotonicity of dissipative flow networks renders robust maximum profit problem tractable: General analysis and application to natural gas flows. CDC 2015: 4571-4578 - [c4]Line Roald, Sidhant Misra, Michael Chertkov, Göran Andersson:
Optimal Power Flow with Weighted chance constraints and general policies for generation control. CDC 2015: 6927-6933 - [c3]Michael Chertkov, Michael W. Fisher, Scott Backhaus, Russell Bent, Sidhant Misra:
Pressure Fluctuations in Natural Gas Networks Caused by Gas-Electric Coupling. HICSS 2015: 2738-2747 - [i6]Line Roald, Sidhant Misra, Michael Chertkov, Göran Andersson:
Optimal Power Flow with Weighted Chance Constraints and General Policies for Generation Control. CoRR abs/1504.00057 (2015) - [i5]Krishnamurthy Dvijotham, Marc Vuffray, Sidhant Misra, Michael Chertkov:
Natural Gas Flow Solutions with Guarantees: A Monotone Operator Theory Approach. CoRR abs/1506.06075 (2015) - [i4]Misha Chertkov, Michael W. Fisher, Scott Backhaus, Russell Bent, Sidhant Misra:
Pressure Fluctuations in Natural Gas Networks caused by Gas-Electric Coupling. CoRR abs/1507.06601 (2015) - 2014
- [b1]Sidhant Misra:
Decay of correlations and inference in graphical models. Massachusetts Institute of Technology, Cambridge, MA, USA, 2014 - 2013
- [i3]Sidhant Misra, Pablo A. Parrilo:
Analysis of weighted ℓ1-minimization for model based compressed sensing. CoRR abs/1301.1327 (2013) - [i2]Sidhant Misra, Michael W. Fisher, Scott Backhaus, Russell Bent, Michael Chertkov, Feng Pan:
Optimal compression in natural gas networks: a geometric programming approach. CoRR abs/1312.2668 (2013) - 2012
- [i1]David Gamarnik, Dmitriy Katz, Sidhant Misra:
Strong spatial mixing for list coloring of graphs. CoRR abs/1207.1223 (2012)
2000 – 2009
- 2008
- [j1]Farzad Parvaresh, Haris Vikalo, Sidhant Misra, Babak Hassibi:
Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays. IEEE J. Sel. Top. Signal Process. 2(3): 275-285 (2008) - [c2]Haris Vikalo, Farzad Parvaresh, Sidhant Misra, Babak Hassibi:
Sparse measurements, compressed sampling, and DNA microarrays. ICASSP 2008: 581-584 - [c1]Sidhant Misra, Stefan Geirhofer, Lang Tong:
Optimal adaptive transmission for a cognitive radio with sensing. ICASSP 2008: 2797-2800
Coauthor Index
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