TP8b2: Online and Active Learning and Adaptive and Cognitive Systems |
| Session Type: Poster |
| Time: Tuesday, November 5, 15:30 - 17:35 |
| Location: Merrill |
| Session Chair: Martin Haardt, TU Ilmenau |
| TP8b2-1: AN ONLINE STOCHASTIC KERNEL MACHINE FOR ROBUST SIGNAL CLASSIFICATION |
| Raghu Raj; US Naval Research Laboratory |
| TP8b2-2: IMPACT OF DELAYS ON CONSTRAINED ONLINE CONVEX OPTIMIZATION |
| Xuanyu Cao; University of Illinois at Urbana-Champaign |
| Junshan Zhang; Arizona State University |
| H. Vincent Poor; Princeton University |
| TP8b2-3: AUTOMATED OPTIMAL ONLINE CIVIL ISSUE CLASSIFICATION USING MULTIPLE FEATURE SETS |
| Imara Nazar; University at Albany, SUNY |
| Yasitha Warahena Liyanage; University at Albany, SUNY |
| Daphney-Stavroula Zois; University at Albany, SUNY |
| Charalampos Chelmis; University at Albany, SUNY |
| TP8b2-4: ACTIVE AND ADAPTIVE SEQUENTIAL LEARNING WITH PER TIME-STEP EXCESS RISK GUARANTEES |
| Yuheng Bu; University of Illinois at Urbana Champaign |
| JiaXun Lu; Tsinghua University |
| Venugopal V. Veeravalli; University of Illinois at Urbana Champaign |
| TP8b2-5: OPTIMAL ADAPTIVE SAMPLING FOR BOUNDARY ESTIMATION WITH MOBILE SENSORS |
| Phillip Kearns; Portland State University |
| John Lipor; Portland State University |
| Bruno Jedynak; Portland State University |
| TP8b2-6: ONLINE BOUNDED COMPONENT ANALYSIS: A SIMPLE RECURRENT NEURAL NETWORK WITH LOCAL UPDATE RULE FOR UNSUPERVISED SEPARATION OF DEPENDENT AND INDEPENDENT SOURCES |
| Berfin Simsek; EPFL |
| Alper T. Erdogan; Koc University |
| TP8b2-7: REINFORCEMENT LEARNING FOR COGNITIVE RADAR TASK SCHEDULING |
| Mohamed Gaafar; University of Toronto |
| Mahdi Shaghaghi; ComplimentAI |
| Raviraj Adve; University of Toronto |
| Zhen Ding; Defence Research and Development Canada |
| TP8b2-8: APPLICATION OF POMDPS TO COGNITIVE RADAR |
| Charles Topliff; Georgia Institute of Technology |
| William Melvin; Georgia Institute of Technology |
| Douglas Williams; Georgia Institute of Technology |
| TP8b2-9: END-TO-END LEARNING OF WAVEFORM GENERATION AND DETECTION FOR RADAR SYSTEMS |
| Wei Jiang; New Jersey Institute of Technology |
| Alexander Haimovich; New Jersey Institute of Technology |
| Osvaldo Simeone; King's College London |
| TP8b2-10: EXPLORATION VERSUS DATA REFINEMENT VIA MULTIPLE MOBILE SENSORS BASED ON EPISTEMIC UTILITY CONTROLLER |
| Mohammad Shekaramiz; Utah Valley University |
| Todd Moon; Utah State University |
| Jacob Gunther; Utah State University |